GitHub topic

mcp-server GitHub repositories

Explore 120 tracked GitHub repositories tagged mcp-server. Compare their recorded star activity and implementation languages, then follow related topics to find other projects.

Snapshot: 2026-10-28. The collection gained 1,614 stars since the previous daily snapshot.

Tracked repositories: 120
Total stars: 649,469
Stars gained · 7 days: +15,970
Stars gained · 30 days: +43,660

Compare star activity

Up to five projects on this page, ordered by total stars. Open a project for its description and recorded star history.

Swipe to compare all star periods →

Star activity for mcp-server repositories on this page
Repository	Total stars	Today	7 days	30 days
ojuschugh1/sqz	669	+4	+12	+37
genomoncology/biomcp	667	+2	+6	+23
redis/mcp-redis	641	+0	+4	+15
ggozad/haiku.rag	640	+2	+7	+29
YoanWai/agent-manager	625	+0	+19	+97

Explore repositories

Showing 101–120 of 120 tracked repositories.

ojuschugh1/sqz

Context compression for AI coding agents: compresses tool output before it enters the model, dedups repeats to 13-token refs. Claude Code, Cursor, Codex, Kiro, Zed, any MCP client. Rust, zero LLM calls.

genomoncology/biomcp

BioMCP: Biomedical Model Context Protocol

★ 667+2 todayRust

llm ai

View ↗

redis/mcp-redis

The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search data in Redis efficiently

★ 641+0 todayPython

llm mcp

View ↗

ggozad/haiku.rag

Agentic RAG for local and self-hosted document search: hybrid retrieval, reranking and multimodal RAG on embedded LanceDB, with Docling parsing and an MCP server

YoanWai/agent-manager

The fastest developer workflow for every AI coding agent. Live status, quick prompts, worktrees, and diff review from one tmux TUI. Discord: discord.gg/ecS88An7pF

★ 625+0 todayGo

ai-agents claude-code

View ↗

dbt-labs/dbt-mcp

A MCP (Model Context Protocol) server for interacting with dbt.

★ 613+0 todayPython

llm mcp

View ↗

pardnchiu/Agenvoy

A local AI agent harness in Go that runs 24/7 with auto-built tools, MCP, and Ollama

★ 602+41 todayGo

llm ai

View ↗

docsagent/docsagent

⚡ DocsAgent — give your AI agents instant, private access to your personal knowledge base (Zotero, Obsidian, Apple Notes supported now, local docs on the road). Native C++ search core: BM25 + passage ranking in ~15 ms. MCP server for Claude, Cursor, Cline & any MCP client.

ooples/token-optimizer-mcp

Measure token savings per AI coding agent, optimize context, and share a live local knowledge graph across 16 CLI clients.

★ 563+0 todayJavaScript

llm ai

View ↗

ratel-ai/ratel

Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 and semantic retrieval. Progressive Disclosure. No vector DB.

★ 539+4 todayRust

llm mcp

View ↗

ARCANGEL0/Mitsu

Meet Mitsu, your chibi red-team operator. Connect your AI provider, set the scope, and she can take an authorized pentest from recon and attack-surface mapping through vulnerability discovery, > exploitation, and post-exploitation, armored with 165+ MCP-connected tools and live session intel. Guide every step or let her pwn autonomously. ( ◠‿◠)

★ 536+1 todayPython

llm ai

View ↗

AnkleBreaker-Studio/unity-mcp-server

Unity MCP Server — 268 tools for AI-assisted game development. Connect Claude, Cursor, or any MCP client to Unity Editor & Unity Hub. Scene management, GameObjects, components, builds, profiling, Shader Graph, Amplify, terrain, physics, NavMesh, animation, MPPM multiplayer & more. Free & open source by AnkleBreaker Studio.

Muvon/octocode

Structural code intelligence for AI agents — semantic search, knowledge graphs, and a built-in MCP server in one Rust binary. Give Claude, Cursor, and any MCP client a deep understanding of your codebase.

Cranot/roam-code

Local codebase intelligence CLI + MCP server for AI coding agents: SQLite code graph, 28 languages, 287 commands, 246 MCP tools, change-safety gates, audit evidence, zero API keys.

shinthink/blitzstrike

Blitz Strike — a universal MCP security-audit toolbelt. Reconnaissance at speed. Analysis in depth. Validation before report.

caura-ai/caura

Caura (formerly MemClaw) — governed shared memory for AI agent fleets. Multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, audit trails, knowledge graph, self-improving retrieval. Apache 2.0.

★ 506+5 todayPython

ai-agents mcp

View ↗

tugcantopaloglu/godot-mcp

MCP server for full Godot 4.x engine control: 157 tools for AI-driven game development (GDScript and C#/.NET). Tested with Godot 4.7.

★ 504+0 todayTypeScript

ai mcp

View ↗

structurizr/structurizr

Structurizr is a "models as code" tool designed for the C4 model.

★ 504+3 todayJava

ai mcp-server

View ↗

PV-Bhat/vibe-check-mcp-server

Vibe Check is a tool that provides mentor-like feedback to AI Agents, preventing tunnel-vision, over-engineering and reasoning lock-in for complex and long-horizon agent workflows. KISS your over-eager AI Agents goodbye! Effective for: Coding, Ambiguous Tasks, High-Risk tasks

★ 502+0 todayTypeScript

ai-agents mcp

View ↗

awslabs/iam-policy-autopilot

IAM Policy Autopilot is an open source static code analysis tool that helps you quickly create baseline AWS IAM policies that you can refine as your application evolves. This tool is available as a command-line utility and MCP server for use within AI coding assistants for quickly building IAM policies.

★ 500+0 todayRust

mcp cli

View ↗

mcp-server GitHub repositories

Compare star activity

Explore repositories

ojuschugh1/sqz

genomoncology/biomcp

redis/mcp-redis

ggozad/haiku.rag

YoanWai/agent-manager

dbt-labs/dbt-mcp

pardnchiu/Agenvoy

docsagent/docsagent

ooples/token-optimizer-mcp

ratel-ai/ratel

ARCANGEL0/Mitsu

AnkleBreaker-Studio/unity-mcp-server

Muvon/octocode

Cranot/roam-code

shinthink/blitzstrike

caura-ai/caura

tugcantopaloglu/godot-mcp

structurizr/structurizr

PV-Bhat/vibe-check-mcp-server

awslabs/iam-policy-autopilot

Sign in to continue

Loading

Account settings

Delete listing?