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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
devflowinc/trieve
All-in-one platform for search, recommendations, RAG, and analytics offered via API
GitHub topics
- Updated
- 2026-01-25
- Lists
- 1 list mention
- First commit
- 2023-03-26
- License
- MIT
- Issues
- 3 open
2,696
stars
- Forks
- 249
- Commits
- 5,608 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
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
0xMassi/webclaw
Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data — all from Rust. CLI, REST API, and MCP server.
AI dev
GitHub topics
- Updated
- 2026-07-02
- Lists
- 2 list mentions
- First commit
- 2026-03-23
- License
- AGPL-3.0
- Issues
- 0 open
1,725
stars
- Forks
- 180
- Commits
- 228 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
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🦀 Prevents outdated Rust code suggestions from AI assistants.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
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
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%
arthurpanhku/DocSentinel
MCP server for AI agent for cybersecurity: automate assessment of documents, questionnaires & reports. Multi-format parsing, RAG knowledge base,Risks, compliance gaps, remediations.
GitHub topics
- Updated
- 2026-07-08
- Lists
- 1 list mention
- First commit
- 2026-03-06
- License
- MIT
- Issues
- 5 open
- Forks
- 11
- Commits
- 134 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%
connerlambden/bgpt-mcp
Scientific paper evidence search for ChatGPT, MCP, REST, Python, and AI agents.
AI dev
Stack
GitHub topics
- Updated
- 2026-07-06
- Lists
- 1 list mention
- First commit
- 2026-02-17
- License
- MIT
- Issues
- 4 open
- Forks
- 9
- Commits
- 22 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
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%
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%
hanselhansel/context-cli
LLM readiness linter for websites. Audits robots.txt, llms.txt, Schema.org, and content density on a 0-100 scale. Includes MCP server. Published on PyPI: pip install context-cli.
AI dev
- Updated
- 2026-03-17
- Lists
- 1 list mention
- First commit
- 2026-02-18
- License
- MIT
- Issues
- 0 open
- Forks
- 2
- Commits
- 330 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
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
gogabrielordonez/mcp-ragchat
MCP server that adds RAG-powered AI chat to any website. One command from Claude Code. Local vector store, multi-provider LLM (OpenAI/Anthropic/Gemini). Zero cloud dependency.
Stack
GitHub topics
- Updated
- 2026-02-20
- Lists
- 1 list mention
- First commit
- 2026-02-20
- License
- Unknown
- Issues
- 0 open
- Forks
- 3
- Commits
- 4 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history