doobidoo

doobidoo/mcp-memory-service

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

100 good first / help-wanted issues · Python · last activity Sep 7, 2026

1.9K stars 297 forks 1.9K watchers Python Apache License 2.0
agent-memory agentic-ai ai-agents autogen claude crewai knowledge-graph langgraph long-term-memory mcp mcp-server memory model-context-protocol multi-agent open-source rag semantic-search sqlite-vec vector-database vector-storage
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100 Open Issues Need Help Last updated: Sep 7, 2026

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Export the entity map as a Markdown vault (one page per entity, wikilinks, source hashes) about 1 hour ago
enhancement help wanted
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
Question about the CVE ID for GHSA-6q59-m6vq-x65x about 1 hour ago
help wanted question
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
Dashboard 'delete untagged' bypasses graph cleanup, citation retraction and sync events about 10 hours ago
bug help wanted
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
i18n(site): add Korean introduction (ko) about 12 hours ago
enhancement help wanted good first issue auto-assign localization
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
Deleting a memory leaves beliefs and consolidation summaries built from it untouched about 13 hours ago
enhancement help wanted claim-pending
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
dashboard restart and update kill a server started with `python -m uvicorn` about 20 hours ago
bug good first issue auto-assign
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
harvest: an older session can evolve a newer memory, because the statement time is never kept about 21 hours ago
bug help wanted
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
dashboard graph: click-to-focus, filters that fade instead of re-layout, edge-type filter, jump-to-node search about 23 hours ago
enhancement help wanted
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
i18n: add Russian to the dashboard (ru) about 24 hours ago
enhancement help wanted good first issue auto-assign localization
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
memory_graph is annotated readOnlyHint although extract_entities writes 1 day ago
bug good first issue
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
No supported way to list or remove registered OAuth clients 1 day ago
enhancement help wanted critical auto-assign
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
i18n(dashboard): translate the memory detail, add and edit modals and their empty states 1 day ago
bug help wanted good first issue claim-pending auto-assign localization
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
i18n(dashboard): translate the activity report, heatmap and top tags labels 1 day ago
bug help wanted good first issue claim-pending auto-assign localization
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
i18n(dashboard): translate the storage report and the analytics chart labels 1 day ago
bug help wanted good first issue claim-pending auto-assign localization
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
Dashboard: Test Connection in the Credentials tab never sends a request 2 days ago
bug good first issue auto-assign
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
i18n(dashboard): translate the Settings tab names and the Environment and Backup tabs 2 days ago
bug help wanted good first issue auto-assign localization
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
i18n(dashboard): translate the Knowledge Graph toolbar and fullscreen controls 2 days ago
bug help wanted good first issue auto-assign localization
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
i18n(dashboard): translate the Settings Server tab and the restart overlay 2 days ago
bug help wanted good first issue auto-assign localization
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
i18n(dashboard): translate the header controls, delta-sync panel and connection status 2 days ago
bug help wanted good first issue auto-assign localization
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
i18n(dashboard): translate the Settings Credentials tab 2 days ago
bug help wanted good first issue auto-assign localization
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
i18n(dashboard): use the catalog keys the Manage tab and search filters ignore 2 days ago
bug help wanted good first issue auto-assign localization
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
i18n(dashboard): translate the search filter tooltips and the Documents tab 2 days ago
bug help wanted good first issue auto-assign localization
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
i18n(dashboard): translate the authentication dialog and its messages 2 days ago
bug help wanted good first issue auto-assign localization
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
i18n(dashboard): localize weekday, week and peak-time labels from the analytics API 2 days ago
bug help wanted good first issue auto-assign localization
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
Dashboard reads .env with the platform encoding but writes it as UTF-8 (Windows: settings read as empty) 3 days ago
bug help wanted
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
i18n: add Hindi to the dashboard (hi) 3 days ago
enhancement help wanted good first issue auto-assign localization
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
Dashboard: follow the system color scheme by default 3 days ago
enhancement good first issue javascript auto-assign
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
Tracking: pluggable per-agent harvest ingestion (Discussion #1393) 3 days ago
enhancement help wanted rfc
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
Give each belief a stored embedding for semantic re-ranking and dedup 3 days ago
enhancement help wanted
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
sync: a supersede after create is never propagated to other peers 3 days ago
bug help wanted
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
i18n(site): add French introduction (fr) 3 days ago
enhancement help wanted good first issue auto-assign localization
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
i18n(site): add Brazilian Portuguese introduction (pt-br) 3 days ago
enhancement help wanted good first issue auto-assign localization
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
i18n(site): add Japanese introduction (ja) 3 days ago
enhancement help wanted good first issue auto-assign localization
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
i18n(site): add Simplified Chinese introduction (zh-cn) 3 days ago
enhancement help wanted good first issue auto-assign localization
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
i18n: add Brazilian Portuguese to the dashboard (pt) 4 days ago
enhancement help wanted good first issue auto-assign localization
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
i18n: add Indonesian to the dashboard (id) 4 days ago
enhancement help wanted good first issue auto-assign localization
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
i18n: complete 13 missing Korean Knowledge Graph translations 4 days ago
bug help wanted good first issue auto-assign localization
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
i18n: complete 13 missing Japanese Knowledge Graph translations 4 days ago
bug help wanted good first issue auto-assign localization
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
i18n: complete 13 missing Spanish Knowledge Graph translations 4 days ago
bug help wanted good first issue auto-assign localization
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
i18n: complete 13 missing French Knowledge Graph translations 4 days ago
bug help wanted good first issue auto-assign localization
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
i18n: complete 13 missing German Knowledge Graph translations 4 days ago
bug help wanted good first issue auto-assign localization
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
Analytics: tag distribution exceeds 100% and small databases show size N/A 4 days ago
bug good first issue javascript
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
Dashboard: error toasts show [object Object] when the API returns a structured detail 4 days ago
bug good first issue javascript
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
Tests: quality trends window test fails for 30 days after a DST switch 4 days ago
bug good first issue
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
Tests: 23 tests fail with 401 when the repo .env sets MCP_API_KEY 4 days ago
bug good first issue
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
memory_search: point-in-time (as_of) queries and status-flagged history 5 days ago
enhancement help wanted memory-reasoning
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
[Feature]: Optional YAML-LD frontmatter + RDF/SHACL layer for linked-data memory (Vault-LD alignment) 6 days ago
enhancement help wanted feature research migrated:codeberg
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
RFC: context-bound evidence for candidate remedy relationships 6 days ago
help wanted feature rfc memory-reasoning
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
[Bug]: reloading the webui in dark mode flashes light mode 7 days ago
bug good first issue
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
Milvus: purge_deleted() leaves graph edges of purged memories behind 7 days ago
bug good first issue backend:milvus
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
Measure resonance search against /api/search before promoting it 10 days ago
enhancement help wanted
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
docs: document the memory_search rerank flag and its MCP_RERANK_* settings 11 days ago
documentation good first issue
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
Dashboard: quality provider settings lack openai-compatible and its base URL/model/key 12 days ago
enhancement good first issue
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
Codex: show memory load and save status through hook systemMessage 14 days ago
good first issue
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
scripts: retire the remaining ChromaDB-era scripts that import the removed backend 14 days ago
good first issue maintenance
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
storage: a pre-v8.7 sqlite-vec database never finishes its schema upgrade, so search returns nothing 15 days ago
bug good first issue
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
inbox: a check-time marker drops messages that reach the server after the check (sync lag, clock skew) 16 days ago
help wanted
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
Rate limiting does not apply to the mcp-memory-server (FastMCP) entry point 16 days ago
good first issue
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
ci: require issue assignment as claim confirmation 16 days ago
help wanted good first issue
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
ci: the claim check counts a self-assignment as maintainer confirmation 17 days ago
help wanted maintenance
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
hooks: inbox for inter-agent messages (sentinel tags since the last check) 17 days ago
enhancement good first issue
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
[Feature]: Per-agent rate limiting for MCP tool calls 17 days ago
enhancement help wanted feature migrated:codeberg
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
[Feature]: Expose delta-sync (MCP_SYNC_*) configuration in the Web GUI Settings 20 days ago
enhancement good first issue
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
Dashboard: toggle switch, range sliders and checkboxes still use the old blue instead of the brand cyan 21 days ago
good first issue
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
Dashboard: replace the five inline onclick handlers with addEventListener 21 days ago
good first issue
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
dashboard: adopt the mcpmemory.services brand (colors, fonts, logo) 21 days ago
enhancement good first issue
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
opencode: inbox for inter-agent messages (same as #1526 for the OpenCode plugin) 22 days ago
enhancement good first issue
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
docs: operator guide for the self-hosted sync hub (#1304 follow-up) 23 days ago
documentation help wanted
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
dashboard: concentric ring layout for the graph, with animated re-center on click 24 days ago
enhancement help wanted migrated:codeberg
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
hybrid: pull scan gives up before old cloud-only memories when Cloudflare holds more than the primary 24 days ago
bug good first issue
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
hybrid: pulled memories go through semantic dedup and lose their store 25 days ago
bug good first issue
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
consolidation: compression writes pattern memories with no usable content, even with dbscan clustering working 26 days ago
bug help wanted consolidation
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
compression: key-concept extraction applies stop words only to lowercase words, so "With", "That" and numbers become concepts 27 days ago
bug good first issue consolidation
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
dashboard: explain Min Connections vs Min Degree on the graph (tooltips + docs) 29 days ago
enhancement good first issue
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
feat(hybrid): allow a self-hosted mcp-memory-service instance as the sync secondary instead of Cloudflare 29 days ago
enhancement help wanted
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
Relationship inference ignores the ontology's valid_patterns pair rules about 1 month ago
bug good first issue consolidation memory-reasoning
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
dashboard: client-side degree slider for the graph about 1 month ago
enhancement good first issue
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
Consolidator skips the similarity guard and drops edge confidence about 1 month ago
bug good first issue consolidation memory-reasoning
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
docs: chromadb-migration.md commands no longer work about 1 month ago
documentation good first issue
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
harvest and Kiro bootstrap ignore MCP_LOCALE and read HARVEST_LOCALE directly about 1 month ago
bug good first issue client:kiro
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
storage: three error handlers roll back the shared connection off-lock, wiping an in-flight savepoint about 1 month ago
bug help wanted good first issue
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
REST: /api/search/by-tag has no limit, so a scoped lookup transfers the tag's whole history about 1 month ago
enhancement help wanted good first issue performance
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
tests: 5 of the 9 `Pre-existing bug` xfail markers are wrong, so the suite reports clean on work that is not done about 1 month ago
good first issue maintenance
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
quality_gate.sh check 4 blocks every advisory-motivated response hardening, with no override about 1 month ago
help wanted good first issue
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
cloudflare: tag-filtered retrieval has a hard 50-neighbour recall ceiling; server-side metadata filter blocked by comma-joined tags + stale vector metadata about 1 month ago
good first issue
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
docs: Home Assistant / generic MCP client setup needs the anonymous-access path about 2 months ago
documentation good first issue maintenance
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
cloudflare: retrieve() applies the tag filter after topK, so tagged memories outside the top-K are never returned about 2 months ago
bug good first issue
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
utils/port_detection.py has no consumer anywhere in the tree about 2 months ago
good first issue housekeeping
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
cli: 'memory stop' without --port kills whatever listens on 8000, including a server it did not start about 2 months ago
bug good first issue
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
tests(milvus): two embedding-cache tests reference the removed _EMBEDDING_CACHE_LOCK and fail on main about 2 months ago
bug good first issue backend:milvus
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
cli: a second 'memory launch' judges the live child stale and relaunches it about 2 months ago
bug good first issue
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
scripts: backup_memories.py and restore_memories.py import the removed storage.chroma module about 2 months ago
bug good first issue maintenance
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
web: the four REST search endpoints bypass the on_retrieve plugin hook about 2 months ago
good first issue
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
scripts: 12 maintenance scripts still import through the src. prefix and load a shadow copy of the package about 2 months ago
good first issue
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
memory_explore: find_memories_by_entity(limit=20) drops the chunk that selected a hot entity about 2 months ago
good first issue
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
19 test files import the package through a src. prefix, creating a shadow copy about 2 months ago
bug good first issue maintenance migrated:codeberg
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
consolidation: after #325 no horizon reaches past 365 days, so forgetting can never see the stale tail about 2 months ago
bug good first issue consolidation migrated:codeberg
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
consolidation health checks return hardcoded literals, so every engine reports HEALTHY unconditionally about 2 months ago
bug good first issue consolidation migrated:codeberg
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
harvest: the cross-session near-duplicate gate is unreachable and would raise on its first line about 2 months ago
good first issue
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage
embeddings: _HASH_FALLBACK_WARNED is written but never read; the conftest resets guard nothing about 2 months ago
good first issue
doobidoo/mcp-memory-service
1.9K

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Python
#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage