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Model context protocol

50 repositories found

DeusData

DeusData

codebase-memory-mcp
C AI analysis

A high-performance code intelligence MCP server that indexes entire codebases into persistent knowledge graphs within milliseconds, supporting 158...

Production ready Niche use case
aider ast claude-code
29.3k
2.2k
232
4.6k/wk +557 yesterday
active
8/10 AI & ML
iFurySt

iFurySt

open-codex-computer-use
Swift Rising Star AI analysis

open-computer-use is an open-source MCP-wrapped computer automation service that enables AI agents to control macOS, Linux, and Windows systems...

Production ready Single maintainer Niche use case
accessibility ai-agent ai-agents
1.4k
135
8
160/wk
active
8/10 AI & ML
WenyuChiou

WenyuChiou

awesome-agentic-ai-zh
Python Rising Star AI analysis

A comprehensive trilingual learning roadmap and curated resource collection for AI agents, spanning from LLM fundamentals to multi-agent systems. It...

Beginner friendly Single maintainer Niche use case
agentic-ai agentic-workflows ai-agent
4.3k
563
393/wk +53 yesterday
active
8/10 AI & ML
CoplayDev

CoplayDev

unity-mcp
C# Rising Star AI analysis

Unity MCP is a bridge between AI assistants (Claude, Copilot, local LLMs) and the Unity Editor via Model Context Protocol, enabling developers to...

Production ready Beginner friendly Niche use case
ai ai-integration anthropic
12.3k
1.3k
74
961/wk +40 yesterday
active
8/10 Gaming
zhu1090093659

zhu1090093659

deepseek-pp
TypeScript Rising Star AI analysis

DeepSeek++ is a browser extension that transforms the DeepSeek web interface into an AI agent workspace with MCP tool support, long-term memory,...

Production ready Single maintainer Niche use case
agentic-ai ai-agent ai-memory
1.2k
159
5
75/wk
active
7/10 AI & ML
Rath-Team

Rath-Team

OpenRath
Python AI analysis

OpenRath is a PyTorch-inspired Python runtime for building multi-agent and multi-session workflows with explicit control over conversation state,...

Production ready Niche use case
agent-framework agentic-ai ai-agents
1.1k
47
1
44/wk
active
8/10 AI & ML
stickerdaniel

stickerdaniel

linkedin-mcp-server
Python Rising Star AI analysis

This is an MCP server that enables AI assistants like Claude to access LinkedIn data through a user's authenticated browser session, supporting...

Production ready Single maintainer Niche use case
ai-agents anthropic chatgpt
2.7k
474
86
104/wk
active
7/10 AI & ML
oomol-lab

oomol-lab

open-connector
TypeScript AI analysis

OpenConnector is an open-source auth gateway that centralizes credential handling and API access for 1,000+ SaaS providers, exposing them to AI...

Production ready Niche use case
agent-tools ai-agents api-gateway
1.1k
64
2
41/wk
active
8/10 AI & ML
0xSteph

0xSteph

pentest-ai
Python AI analysis

pentest-ai is an AI-driven penetration testing tool that verifies exploit findings by re-executing them rather than trusting scanner output,...

Production ready Single maintainer Niche use case
ai-security bug-bounty claude
1.2k
245
2
43/wk
active
8/10 Security
bethington

bethington

ghidra-mcp
Java Rising Star AI analysis

Ghidra MCP Server is a Model Context Protocol bridge that exposes 256+ reverse engineering tools from Ghidra to AI systems and automation frameworks,...

Production ready Single maintainer Niche use case
ai binary-analysis ghidra
2.8k
57
6
94/wk
active
8/10 Security
atilaahmettaner

atilaahmettaner

tradingview-mcp
Python Rising Star AI analysis

TradingView MCP is a server that integrates real-time market data, technical analysis, screeners, and backtesting tools into Claude, ChatGPT, Cursor,...

Production ready Single maintainer Niche use case
claude-desktop cryptocurrency futures
3.5k
733
10
104/wk
active
7/10 Finance
chrisryugj

chrisryugj

korean-law-mcp
TypeScript Rising Star AI analysis

Korean Law MCP is a Model Context Protocol server that integrates South Korea's National Law Information System (법제처) APIs to provide LLMs with tools...

Production ready Single maintainer Niche use case
citation-verification claude hallucination-detection
2.2k
413
1
65/wk
active
8/10 AI & ML
homeassistant-ai

homeassistant-ai

ha-mcp
Python Rising Star AI analysis

ha-mcp is a Model Context Protocol server that enables AI assistants (particularly Claude) to interact with Home Assistant smart home systems using...

Production ready Beginner friendly Niche use case
ai claude hacs
3.9k
154
9
107/wk
active
8/10 IoT
trpc-group

trpc-group

trpc-agent-go
Go AI analysis

tRPC-Agent-Go is a production-grade Go framework for building LLM-powered agent systems with graph workflows, multi-agent orchestration, tool...

Production ready Niche use case
a2a a2a-protocol ag-ui
1.5k
225
86
42/wk
active
8/10 AI & ML
IBM

IBM

mcp-context-forge
Python AI analysis

ContextForge is an open-source API gateway and registry that federates MCP (Model Context Protocol), A2A, and REST/gRPC APIs into a unified endpoint...

Production ready Niche use case
agents ai api-gateway
4.1k
744
1.1k
75/wk
active
8/10 AI & ML
IvanMurzak

IvanMurzak

Unity-MCP
C# Rising Star AI analysis

Unity-MCP is a Model Context Protocol server and integration framework that bridges AI assistants (Claude, Gemini, Copilot, etc.) with Unity game...

Production ready Single maintainer Niche use case
ai ai-integration anthropic
3.5k
314
42
72/wk
active
7/10 Gaming
zinja-coder

zinja-coder

jadx-ai-mcp
Java AI analysis

JADX-AI-MCP is a specialized MCP (Model Context Protocol) server and JADX plugin designed for security professionals and reverse engineers to analyze...

Production ready Niche use case
ai java llm
2.5k
232
6
49/wk
slow
7/10 Security
jgravelle

jgravelle

jcodemunch-mcp
Python AI analysis

jCodeMunch is an MCP server that uses tree-sitter AST parsing to enable precise, symbol-level code retrieval from GitHub repositories, reducing AI...

Production ready Single maintainer Niche use case
ai-coding ai-tools ast
2k
300
30/wk
active
8/10 Dev Tools
firecrawl

firecrawl

firecrawl-mcp-server
JavaScript AI analysis

Firecrawl MCP Server is an official Model Context Protocol integration that enables LLM clients (Cursor, Claude, etc.) to scrape websites, search the...

Production ready Beginner friendly Niche use case
batch-processing claude content-extraction
6.9k
800
127
118/wk
active
8/10 Dev Tools
MinishLab

MinishLab

semble
Python AI analysis

Semble is a code search library optimized for AI agents, delivering exact code snippets with ~98% fewer tokens than traditional grep-based...

Production ready Beginner friendly Niche use case
agents code-search embeddings
5.6k
236
7
93/wk
active
8/10 AI & ML
taylorwilsdon

taylorwilsdon

google_workspace_mcp
Python AI analysis

This is a comprehensive MCP (Model Context Protocol) server that enables AI assistants and LLM tools to control Google Workspace applications—Gmail,...

Production ready Single maintainer Niche use case
ai g-suite gmail
2.8k
854
141
35/wk
active
8/10 AI & ML
the-open-agent

the-open-agent

openagent
Go AI analysis

OpenAgent is a self-hostable personal AI assistant platform written in Go that combines LLMs, RAG (retrieval-augmented generation), and autonomous...

Production ready
agent agentic agentic-ai
5.4k
619
45
47/wk
active
7/10 AI & ML
designcomputer

designcomputer

mysql_mcp_server
Python AI analysis

A Model Context Protocol (MCP) server that enables AI applications to safely interact with MySQL databases through a structured interface. It serves...

Production ready Single maintainer Niche use case
ai claude claude-code
1.3k
244
1
11/wk
recent
8/10 AI & ML
IBM

IBM

AssetOpsBench
Python AI analysis

AssetOpsBench is a specialized benchmark and framework for building, orchestrating, and evaluating domain-specific AI agents tailored for Industry...

Production ready Niche use case
ai-for-physical-assets condition-based-maintenance hvac-maintenance
2k
289
45
22/wk
active
8/10 IoT
thClaws

thClaws

thClaws
Rust AI analysis

thClaws is a native-Rust AI agent workspace that provides terminal, desktop GUI, and web interfaces for orchestrating multi-provider LLM workflows,...

Production ready Niche use case
agent-harness agent-teams ai-agent
1.1k
158
12/wk
active
8/10 AI & ML
tractorjuice

tractorjuice

arc-kit
JavaScript AI analysis

ArcKit is an enterprise architecture governance toolkit that transforms architecture decision-making into systematic AI-assisted workflows for...

Production ready Single maintainer Niche use case
ai-agents ai-governance architecture-decision-records
2.1k
255
16
21/wk
active
7/10 Dev Tools
microsoft

microsoft

mcp-for-beginners
Jupyter Notebook AI analysis

A Microsoft-authored open-source curriculum teaching Model Context Protocol (MCP) fundamentals through practical, cross-language examples in .NET,...

Beginner friendly
csharp java javascript
16.7k
5.5k
4
71/wk
active
8/10 Education
jamubc

jamubc

gemini-mcp-tool
TypeScript AI analysis

An MCP server that bridges Claude with Google's Gemini/Antigravity CLI, enabling AI assistants to leverage Gemini's large token window for analyzing...

Production ready Single maintainer Niche use case
ai claude cli
2.3k
198
25
9/wk
recent
7/10 AI & ML
exa-labs

exa-labs

exa-mcp-server
TypeScript AI analysis

Exa MCP Server integrates Exa's search capabilities (web search, code search, company research) into AI assistants via the Model Context Protocol. It...

Production ready Beginner friendly Niche use case
code-search codesearch crawling
4.7k
356
33
33/wk
active
8/10 Dev Tools
getsentry

getsentry

XcodeBuildMCP
TypeScript AI analysis

XcodeBuildMCP is a Model Context Protocol (MCP) server and CLI that enables AI agents and developers to automate iOS and macOS project builds through...

Production ready Niche use case
mcp mcp-server model-context-protocol
6.1k
302
22
36/wk
active
8/10 Mobile

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