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#mcp

Open source repositories tagged with #mcp, ranked by health score.

apache
apache/camel
Java
98
health

Apache Camel is an open source integration framework with 350+ connectors. Write routes in Java, YAML, or XML. Run on Spring Boot, Quarkus, or standalone. Apache License 2.0.

6.3k
rocketride-org
rocketride-org/rocketride-server
Python
91
health

High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13+ model providers, 8+ vector databases, and agent orchestration, all from your IDE. Includes VS Code extension, TypeScript/Python SDKs, and Docker deployment.

5.0k
vitali87
vitali87/code-graph-rag
Python
90
health

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

2.3k
sooperset
sooperset/mcp-atlassian
Python
90
health

MCP server for Atlassian tools (Confluence, Jira)

5.5k
JungHoonGhae
JungHoonGhae/tossinvest-cli
Go
90
health

토스증권을 AI 에이전트·터미널에서 — CLI + MCP 서버. 공식 Open API 100%(조회·주문)에 더해 공식엔 없는 WTS 전용 기능(수급·AI시그널·스크리너·실시간 푸시·소수점 주문)까지. MCP는 catalog 3툴로 상시 컨텍스트 최소화, 공식 키 연결 시 자동 라우팅.

440
caezium
caezium/Burrow
Swift
90
health

🐹 A free, open-source, native macOS GUI for the Mole CLI (mo): clean, uninstall, optimize, analyze disk, and watch live status. Plus long-range history + an MCP server for AI agents. Coming to Windows

895
sceneview
sceneview/sceneview
Kotlin
90
health

3D & AR SDK for Android (Jetpack Compose + Filament), iOS (SwiftUI + RealityKit), and Web. AI-first: llms.txt, MCP server, Copilot/Cursor rules. The only Compose-native 3D library.

1.3k
cobusgreyling
cobusgreyling/loop-engineering
JavaScript
89
health

Practical patterns, starters & CLI tools for loop engineering with AI coding agents. Design systems that prompt and orchestrate agents (inspired by Addy Osmani and Boris Cherny). Includes loop-audit, loop-init, loop-cost.

6.8k
kubb-labs
kubb-labs/kubb
TypeScript
89
health

🧡 The meta framework for code generation. Automate OpenAPI to type-safe TypeScript, Zod, and TanStack Query with a modular, plugin-based engine.

1.8k
bytebase
bytebase/dbhub
TypeScript
89
health

Zero-dependency, token-efficient database MCP server for Postgres, MySQL, SQL Server, MariaDB, SQLite.

3.1k
openclaw
openclaw/mcporter
TypeScript
89
health

Call MCPs via TypeScript, masquerading as simple TypeScript API. Or package them as cli.

4.8k
hashgraph-online
hashgraph-online/awesome-ai-plugins
Python
89
health

A curated list of awesome plugins for AI assistants including Claude Code, OpenAI Codex, Gemini, OpenCode and More.

81
Cranot
Cranot/roam-code
Python
89
health

Local codebase intelligence CLI + MCP server for AI coding agents: SQLite code graph, 28 languages, 238 commands, 224 MCP tools, change-safety gates, audit evidence, zero API keys.

495
stevesolun
stevesolun/ctx
Python
89
health

Not an Amazon-style catalog or marketplace. ctx is a recommendation layer: bring your org tools or use the shipped graph to load the right skills, agents, MCPs, and harnesses only for the current dev window, cutting token bills and local compute waste: 79,958-node LLM-wiki graph, 68,494 skills, 467 agents, 10,790 MCPs, 207 harnesses.

547
xberg-io
xberg-io/crawlberg
Rust
89
health

High-performance web crawling engine with bindings for 11 languages

134
yvgude
yvgude/lean-ctx
Rust
89
health

Control what your AI can see. LeanCTX (Lean Context) is the context intelligence layer for AI agents — one local Rust binary that decides what they read, remembers what they learn, guards what they touch, and proves what they save. 60–90% fewer tokens as the receipt. 76 MCP tools, 30+ agents, local-first.

3.2k
1jehuang
1jehuang/jcode
Rust
89
health

Coding Agent Harness

8.2k
luckyPipewrench
luckyPipewrench/pipelock
Go
89
health

Open-source AI agent firewall for MCP security and agent egress. Scans mediated HTTP, MCP, A2A, and WebSocket traffic for exfiltration, SSRF, and prompt injection, and emits mediator-signed action receipts: verifiable audit evidence from outside the agent.

748
micro
micro/go-micro
Go
89
health

A Go agent harness and service framework

23.0k
googleapis
googleapis/mcp-toolbox
Go
89
health

MCP Toolbox for Databases is an open source MCP server for databases.

15.9k