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Awesome Mcp Servers
A collection of MCP servers.
punkpeye/awesome-mcp-servers
#ai
#mcp
- List stars
- 90,869
- README repos
- 3,035
- Indexed repos
- 836
- List commits
- 6,630
- Forks
- 13,121
- Open issues
- 2,700
Tracked list growth
GitHub stars and default-branch commits for punkpeye/awesome-mcp-servers.
Latest scan 2026-07-17 10:49
Likes history
GitHub starsCommits history
Default branch commits
Latest repo push 2026-07-17
topoteretes/cognee
Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.
AI dev
GitHub topics
- Updated
- 2026-07-16
- Lists
- 5 list mentions
- First commit
- 2023-08-16
- License
- Apache-2.0
- Issues
- 650 open
27,948
stars
- Forks
- 2,666
- Commits
- 8,652 commits
- Star growth, last 7 days
- +393 +1.4%
- Commit velocity, last 7 days
- +214 +2.5%
doobidoo/mcp-memory-service
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
AI dev
Stack
GitHub topics
- Updated
- 2026-05-25
- Lists
- 2 list mentions
- First commit
- Unknown
- License
- Apache-2.0
- Issues
- 13 open
1,883
stars
- Forks
- 295
- Commits
- 2,738 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
ArcadeData/arcadedb
ArcadeDB Multi-Model Database, one DBMS that supports SQL, Cypher, Gremlin, HTTP/JSON, MongoDB and Redis. ArcadeDB is a conceptual fork of OrientDB, the first Multi-Model DBMS. ArcadeDB supports Vector Embeddings.
AI dev
Stack
- Updated
- 2026-07-15
- Lists
- 1 list mention
- First commit
- 2021-08-16
- License
- Apache-2.0
- Issues
- 70 open
1,023
stars
- Forks
- 121
- Commits
- 7,493 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
hannesrudolph/mcp-ragdocs
An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context.
Stack
GitHub topics
- Updated
- 2025-07-18
- Lists
- 1 list mention
- First commit
- 2024-12-12
- License
- MIT
- Issues
- Disabled
- Forks
- 25
- Commits
- 16 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
ankitmalik84/Agentic_Longterm_Memory
Sophisticated AI chatbot with long-term memory capabilities, complete Notion workspace integration, and MCP (Model Context Protocol) implementation. Features semantic, episodic, and procedural memory systems.
- Updated
- 2025-11-11
- Lists
- 1 list mention
- First commit
- 2025-07-04
- License
- Unknown
- Issues
- 0 open
- Forks
- 3
- Commits
- 15 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
ChrisGVE/workspace-qdrant-mcp
Project-aware collection management based on Qdrant, including a Rust MCP, daemon and CLI: hybrid semantic, pattern and full-text (FTS5) search into single or cross-concerns collection. Dedicated collections for knowledge library, LLM behavioral rules, and an LLM scratchpad
GitHub topics
- Updated
- 2026-07-09
- Lists
- 1 list mention
- First commit
- 2025-08-27
- License
- Apache-2.0
- Issues
- 73 open
- Forks
- 2
- Commits
- 5,265 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
AIMLPM/markcrawl
Fast Python web crawler for RAG and AI ingestion. Extracts clean Markdown from any site for LLMs and vector stores.
AI dev
GitHub topics
- Updated
- 2026-06-22
- Lists
- 1 list mention
- First commit
- 2026-04-04
- License
- MIT
- Issues
- 8 open
2
stars
- Forks
- 0
- Commits
- 234 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history