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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 2026-07-18
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
bgauryy/Octocode
MCP server for semantic code research and context generation on real-time using LLM patterns | Search naturally across public & private repos based on your permissions | Transform any accessible codebase/s into AI-optimized knowledge on simple and complex flows | Find real implementations and live docs from anywhere
AI dev
Stack
GitHub topics
- Updated
- 2026-05-18
- Lists
- 1 list mention
- First commit
- Unknown
- License
- MIT
- Issues
- 4 open
845
stars
- Forks
- 72
- Commits
- 426 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
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
Govcraft/rust-docs-mcp-server
🦀 Prevents outdated Rust code suggestions from AI assistants. This MCP server fetches current crate docs, uses embeddings/LLMs, and provides accurate context via a tool call.
GitHub topics
- Updated
- 2025-11-24
- Lists
- 1 list mention
- First commit
- 2025-03-26
- License
- MIT
- Issues
- 13 open
- Forks
- 37
- Commits
- 78 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
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%
dcostenco/prism-coder
Persistent memory + local AI for coding agents. 1.7B–32B open-weight LLM fleet, cross-session Mind Palace, cognitive routing, L3 grounding verifier, multi-agent Hivemind. Works with Claude Code, Cursor, VS Code. Offline-first, HIPAA-ready. Free tier included.
AI dev
- Updated
- 2026-07-07
- Lists
- 1 list mention
- First commit
- 2026-03-17
- License
- AGPL-3.0
- Issues
- 3 open
152
stars
- Forks
- 24
- Commits
- 935 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
decisionnode/DecisionNode
CLI + Local MCP - A shared structured memory store across Claude Code, Cursor, Windsurf, Antigravity, and every MCP client. Semantically queryable.
Stack
GitHub topics
- Updated
- 2026-04-15
- Lists
- 1 list mention
- First commit
- 2026-04-05
- License
- MIT
- Issues
- 1 open
- Forks
- 12
- Commits
- 42 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
EtienneChollet/ontomics
Extract domain knowledge from codebases to reduce LLM token consumption by 20x and time in agentic search by 10x — gathers and makes concepts, naming conventions, and vocabulary queryable via MCP.
AI dev
GitHub topics
- Updated
- 2026-04-17
- Lists
- 1 list mention
- First commit
- 2026-03-27
- License
- MIT
- Issues
- 0 open
- Forks
- 8
- Commits
- 210 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
Destrayon/Connapse
Open-source, self-hosted knowledge backend for AI agents — hybrid search (vector + keyword), MCP server, 5 connectors, Docker-ready
AI dev
GitHub topics
- Updated
- 2026-06-03
- Lists
- 1 list mention
- First commit
- 2026-02-04
- License
- MIT
- Issues
- 44 open
15
stars
- Forks
- 3
- Commits
- 424 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
disco-trooper/apple-notes-mcp
MCP server for Apple Notes. Semantic search, full CRUD, works with MCP clients.
AI dev
Stack
GitHub topics
- Updated
- 2026-02-07
- Lists
- 1 list mention
- First commit
- 2026-01-08
- License
- MIT
- Issues
- 0 open
- Forks
- 4
- Commits
- 112 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
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%
AIDataNordic/Food-Recipe-MCP
A production-grade semantic search server for food recipes — built for AI agents using the Model Context Protocol (MCP). Search across 50,000+ recipes with hybrid dense + sparse retrieval and cross-encoder reranking.
- Updated
- 2026-06-09
- Lists
- 1 list mention
- First commit
- 2026-04-08
- License
- MIT
- Issues
- 1 open
- Forks
- 0
- Commits
- 38 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history