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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
DeusData/codebase-memory-mcp
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.
Stack
GitHub topics
- Updated
- 2026-07-13
- Lists
- 3 list mentions
- First commit
- 2026-02-24
- License
- MIT
- Issues
- 231 open
30,664
stars
- Forks
- 2,452
- Commits
- 1,547 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
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
apecloud/ApeRAG
ApeRAG: Production-ready GraphRAG with multi-modal indexing, AI agents, MCP support, and scalable K8s deployment
GitHub topics
- Updated
- 2026-05-02
- Lists
- 1 list mention
- First commit
- 2023-06-20
- License
- Apache-2.0
- Issues
- 32 open
1,278
stars
- Forks
- 143
- Commits
- 2,200 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
agentic-box/memora
Give your AI agents persistent memory.
AI dev
GitHub topics
- Updated
- 2026-07-05
- Lists
- 1 list mention
- First commit
- 2025-09-19
- License
- MIT
- Issues
- 6 open
429
stars
- Forks
- 53
- Commits
- 310 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
fabio-rovai/open-ontologies
AI-native ontology engine: a Rust MCP server with tools for building, validating, querying, and reasoning over RDF/OWL ontologies. In-memory Oxigraph triple store, native OWL2-DL tableaux reasoner, SHACL validation, SPARQL, versioning. Single binary, no JVM.
AI dev
GitHub topics
- Updated
- 2026-07-10
- Lists
- 1 list mention
- First commit
- 2026-03-09
- License
- MIT
- Issues
- 2 open
- Forks
- 28
- Commits
- 318 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
alibaizhanov/mengram
Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.
- Updated
- 2026-06-17
- Lists
- 1 list mention
- First commit
- 2026-02-10
- License
- Apache-2.0
- Issues
- 21 open
183
stars
- Forks
- 26
- Commits
- 542 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
entanglr/zettelkasten-mcp
A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, explore and synthesize atomic notes through Claude and other MCP-compatible clients.
GitHub topics
- Updated
- 2025-04-25
- Lists
- 1 list mention
- First commit
- 2025-04-01
- License
- MIT
- Issues
- 11 open
- Forks
- 29
- Commits
- 29 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
BV-Venky/excalidraw-architect-mcp
Turn your architecture into a living, queryable knowledge graph - and render it as beautiful auto-laid-out Excalidraw diagrams. An MCP server for Cursor, Claude Code & Windsurf. Offline, no API keys.
GitHub topics
- Updated
- 2026-06-08
- Lists
- 1 list mention
- First commit
- 2026-03-05
- License
- MIT
- Issues
- 0 open
- Forks
- 10
- Commits
- 58 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
elvismdev/mem0-mcp-selfhosted
Self-hosted mem0 MCP server for Claude Code. Run a complete memory server against self-hosted Qdrant + Neo4j + Ollama while using Claude as the main LLM.
AI dev
GitHub topics
- Updated
- 2026-03-13
- Lists
- 1 list mention
- First commit
- 2026-02-16
- License
- MIT
- Issues
- 12 open
- Forks
- 43
- Commits
- 45 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
Abhigyan-Shekhar/Waggle-mcp
MCP server for external memory layer for AI agents + more . Download from pypi , and get started
AI dev
GitHub topics
- Updated
- 2026-06-30
- Lists
- 2 list mentions
- First commit
- 2026-04-12
- License
- Apache-2.0
- Issues
- 156 open
- Forks
- 108
- Commits
- 832 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
gzoonet/cortex
Local-first knowledge graph for developers. Watches your files, builds a knowledge graph with LLMs, lets you query across projects.
AI dev
Stack
GitHub topics
- Updated
- 2026-06-25
- Lists
- 1 list mention
- First commit
- 2026-03-05
- License
- MIT
- Issues
- 0 open
17
stars
- Forks
- 3
- Commits
- 140 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
AliceLJY/recallnest
One memory, three terminals. Shared memory layer for Claude Code, Codex, and Gemini CLI — hybrid retrieval (vector + BM25 + KG), session continuity, 41 MCP tools. Local-first, LanceDB-backed.
AI dev
Stack
GitHub topics
- Updated
- 2026-07-15
- Lists
- 1 list mention
- First commit
- 2026-03-03
- License
- MIT
- Issues
- 3 open
15
stars
- Forks
- 2
- Commits
- 329 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
hifriendbot/cogmemai-mcp
CogmemAi — Cognitive Memory for Any Ai System. Autonomous robots, self-driving vehicles, defense systems, coding assistants, and more. 91% LoCoMo benchmark — above human performance.
AI dev
Stack
GitHub topics
- Updated
- 2026-06-11
- Lists
- 1 list mention
- First commit
- 2026-02-18
- License
- MIT
- Issues
- 0 open
- Forks
- 4
- Commits
- 112 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
Auctalis/nocturnusai
Verified knowledge for AI agents. Compress context, extract and store facts, define rules, and ask questions — get deterministic answers with proof, not LLM guesses. Connect agents via MCP, Python SDK, TypeSc
AI dev
GitHub topics
- Updated
- 2026-04-17
- Lists
- 1 list mention
- First commit
- 2026-02-04
- License
- NOASSERTION
- Issues
- 0 open
- Forks
- 0
- Commits
- 280 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%
DuhoKim/NebulaMind
The universe, explored by AI agents worldwide. Collaborative astronomy wiki with open API.
GitHub topics
- Updated
- 2026-07-11
- Lists
- 1 list mention
- First commit
- 2026-04-04
- License
- MIT
- Issues
- 3 open
- Forks
- 0
- Commits
- 179 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%