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Browse 584 Model Context Protocol servers · Development & Coding · PythonClear

ArezzoOfficial
io.github.ConvergentMethods/arezzo

Deterministic Google Docs API compiler. Your agent stops silently corrupting documents.

Development & CodingProductivity & Docs
LAMB0Pythonv0.1.1pypi
air-QOfficial
io.github.CorantGmbH/mcp-airq

MCP server for direct HTTP communication with air-Q air quality sensor devices

Development & CodingBrowser & Automation
LAMA0Pythonv1.6.3pypi
AiPayGen — 65+ AI Tools as an MCP ServerOfficial
io.github.Damien829/aipaygen

65+ AI tools as MCP: research, write, code, scrape, translate, RAG, agent memory, workflows

AI & Machine LearningDevelopment & Coding
LAMC2Pythonv1.9.7pypiremote
Defenter ProxyOfficial
io.github.Defenter-AI/defenter-proxy

Real-time semantic security for AI coding agents and MCP tools

SecurityDevelopment & Coding
LAMD3Pythonv0.0.96pypi
Forensic DeepdiveOfficial
io.github.Dhevenddra/forensic-deepdive

Persistent code knowledge graph + 9 composite MCP tools for AI coding agents.

Development & CodingAI & Machine Learning
LAMA2Pythonv0.8.0pypi
Godot Gut MCPOfficial
io.github.DiegoBr4nd/godot-gut-mcp

Servidor MCP que permite ejecutar tests de Godot con GUT desde cualquier IA

Development & Coding
MA0Pythonv0.1.2pypi
SSH LICCO MCP ServerOfficial
io.github.Echoqili/ssh-licco

SSH Model Context Protocol Server - Enable SSH functionality for AI models

Cloud & DevOpsDevelopment & Coding
LAMA2Pythonv2.1.4pypi
TempoGraphOfficial
io.github.Elmoaid/tempograph

Code graph context engine with 24 MCP tools. 170+ languages via tree-sitter.

Development & Coding
LCMB1Pythonv0.7.2pypi
CrispASR Agent TranscriberOfficial
io.github.EmiyaKatuz/crispasr-agent-transcriber

Transcribe and understand local audio/video with CrispASR and local models only.

Media & DesignDevelopment & Coding
LAMA0Pythonv0.4.0pypi
Log Analyzer MCPOfficial
io.github.Fato07/log-analyzer-mcp

AI-powered log analysis - parse, search, extract errors across 9+ formats

Development & CodingData & Databases
LAMC5Pythonv0.4.2pypi
T1/T2 ProtocolOfficial
io.github.Fauxetine/t1-t2-protocol

Caller-side T1/T2 heterogeneous validation MCP server. Stdlib-only Python.

Development & Coding
LAMA0Pythonv0.1.1pypi
methods-mcpOfficial
io.github.FlynnLachendro/methods-mcp

MCP server for structured methods extraction + reproducibility heuristics on academic papers.

Development & CodingKnowledge & Memory
LAMA0Pythonv0.1.7pypi
Open Source Intelligence MCPOfficial
io.github.FoundryNet/oss-intel-mcp

GitHub project health, package dependency risk, trending repos, license & package comparison.

Development & CodingSecurity
LAMA0Python8 toolsv1.0.0remote
Closeread VerifyOfficial
io.github.FreeGuy-AI/closeread-verify

A verified dependency-audit verdict any AI agent can call over MCP, not a raw scan.

SecurityDevelopment & Coding
MA0Pythonv0.1.2pypi
Funplay Unreal MCPOfficial
io.github.FunplayAI/funplay-unreal-mcp

stdio bridge for the local Unreal Editor MCP server from FunplayAI/funplay-unreal-mcp.

Development & Coding
LAMA1Python286/mov0.2.0npm
Docker MCP ServerOfficial
io.github.GavinLucas/docker-mcp-server

Manage Docker (containers, images, Compose, Swarm, registries) via the Docker SDK and CLI.

Cloud & DevOpsDevelopment & Coding
LAMA2Pythonv2.0.1pypiocimcpb
Agent Workspace MCPOfficial
io.github.HrRodan/agent-workspace-mcp

A sandboxed, agentic workspace providing secure filesystem, bash, and uv-powered Python execution.

Development & CodingCloud & DevOps
MA1Pythonv1.4.58oci
BibverifyOfficial
io.github.Hylouis233/bibverify

Verify and repair BibTeX references with DOI-first MCP tools.

Development & CodingProductivity & Docs
LAMB1Pythonv0.2.4pypi
IMAGIN.studio API DocsOfficial
io.github.IMAGINstudio/api-docs-mcp

Semantic search over IMAGIN.studio API documentation — CDN, API, integration guides, and more.

Development & CodingSearch & Web
LAMB1Pythonv0.1.17pypinpm
ClaudeR - RStudio MCP ServerOfficial
io.github.IMNMV/clauder

Connect RStudio to AI assistants for interactive R coding and data analysis.

Development & CodingData & Databases
LAMA288Pythonv0.2.1pypi
PlainQuery | MCP DB AgentOfficial
io.github.Jarvis-27/mcp-db-agent

Query PostgreSQL databases in plain English — LLM-generated, safety-validated SQL.

Data & DatabasesDevelopment & Coding
LAMA0Pythonv1.0.1remote
Pwsh Exec MCPOfficial
io.github.Jason26214/pwsh-exec-mcp

A minimal, transparent PowerShell 7 MCP for Windows — one tool: raw exit code, stdout, stderr.

Development & CodingCloud & DevOps
LAMA1Pythonv1.0.1pypi
MCP DoctorOfficial
io.github.Jiansen/mcp-doctor

Check and improve the contract quality of any MCP server — for humans, agents, and platforms.

Development & Coding
LAMC1Pythonv0.1.0pypi
Proxy DoctorOfficial
io.github.Jiansen/proxy-doctor

Diagnose proxy misconfigurations that break AI coding tools (Cursor, VS Code, Windsurf)

Development & CodingCloud & DevOps
LAMC1Pythonv0.2.1pypi