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MCP servers tagged python
10K live MCP servers tagged "python", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with python.
Currency MCP Server
A bilingual Flask-based MCP demo that gives AI agents live currency exchange tools with JSON-RPC style requests, dual API fallback, and TR/EN interface.
LLM Chess Evaluation Harness
LLM Chess Evaluation Harness ♟️
Borg Directory
Collective memory MCP server for AI coding agents — agents check Borg before retrying fixes that already failed.
Crewai MCP Dev Tutorial Agents
AI agent crew that generates technical integration tutorials by reading real source code using CrewAI + 11 MCP servers + Google Gemini. Includes vulnerability scanning and code re…
Boardroom
Investor-update and KPI one-pager generator from your metrics
Panhound
Scans code, logs, fixtures, and S3 buckets for leaked PANs (Luhn-validated card numbers) and CVVs before they hit prod.
Topease Customs MCP Server
TOPEASE 海关贸易数据 MCP server，支持 stdio 和 streamable HTTP 查询全球海关进出口记录
Web Research Hub MCP Server
A standalone MCP server for the Web Research Hub — exposes web search, URL fetching, safe calculation, and report export as standardized tools over Streamable HTTP. Callable by…
Md2doc
将 Markdown 文件转换为符合公文格式规范的 Word (.docx) 文件，支持 MCP Server 集成 Claude Code
Voxcpm MCP
MCP server bridging VoxCPM2 multilingual TTS to any MCP client — voice design, cloning, and speech synthesis as agent tools
Metascrub
Strip identifying metadata from docs/images before release
Indian Stock Market MCP
MCP-first server for Indian equity research with local CSV/ Parquet data, price history, ticker validation, weekly performance, and Nifty 50 rankings.
Toolkit Examples
🔧 Build safe and reliable tools for Model Context Protocol (MCP) servers to enhance AI agent interactions with external systems.
Pc Manager
I-powered PC management with 80+ MCP tools
Codex Issue Memory
Self-learning issue memory for Codex using MCP. Automatically captures reusable bug fixes and reuses them across sessions with local-first, low-token SQLite storage.
Local MCP RAG
The MCP tool can then be used inside VS Code / MCP-enabled clients to search local internal documentation using natural language. Uses persistent embedding using minilm-l6-v2, sup…
Pilot MCP
Minimal MCP server to learn Model Context Protocol in 10 minutes. 3 tools, one Python file, no paid APIs. Runs locally (stdio) and in production (SSE + Railway). Plug into Claude…
Research Paper MCP Server
A research paper discovery and ingestion tool built on top of arXiv, ChromaDB, and FastMCP. Originally developed as a FastAPI backend with local LLM inference via Ollama, then mig…
CryptoSense AI
CryptoSense AI is an intelligent financial decision agent built with Google ADK and Gemini 2.5 Flash. It connects to live Bitcoin, Ethereum, and World Bank economic datasets via M…
Academic Research MCP
MCP server for academic research — search papers, analyze citations, generate BibTeX, translate abstracts. No API key needed.
Reposecure
One-shot repo security posture grade (secrets/CI/branch rules/deps)
Logsift
Detect brute-force, spray, and anomalous auth events in logs
Academic PRISMA Research Workflow
PRISMA 2020 systematic review automation for Claude Code. MCP servers for ERIC, OpenAIRE, CORE, DOAJ, Zenodo. Evidence-based edtech research.
Mftparse
Analyze an NTFS $MFT CSV for timestomping and suspicious file activity
Aicard
Auto-generated NIST AI RMF / EU AI Act Annex IV model & system cards
Meetingcost
Compute the dollar cost of meetings from your calendar (.ics)
Dicomsweep
De-identify DICOM imaging studies per the DICOM PS3.15 Annex E profile, scrubbing tags and burned-in pixel text.
Anamne
Brain-inspired local-first memory layer for Claude, Cursor, and any MCP-compatible AI tool. Three memory layers (episodic / scratchpad / working), ACT-R activation decay, 21 MCP t…
GopherDigest
MCP server that digests conversation transcripts via local Ollama (llama3.2) and stores extracted facts into GopherCache.
CIQ MCP
MCP server for S&P Capital IQ data via kFinance — 31 tools for financials, estimates, earnings transcripts, M&A, and more
Qso Graph Config
Installer and manager for QSO-Graph ham radio MCP servers — 12 packages, 71 tools, one command
Claude Perplexity MCP
Local MCP server for Claude + Perplexity integration
Federal Register MCP
Read-only MCP server for the U.S. Federal Register public API. No key, no dependencies.
Hl7tap
Parse, pretty-print, diff, and replay HL7 v2 messages over MLLP from the terminal.
Partnermap
Track partnership/channel agreements as YAML records and compute account overlap, co-sell coverage gaps, and renewal/expiry alerts.
Gitstory
Changelog and release notes from conventional commits
Modelroute
Local model router / proxy across Ollama, vLLM, and cloud with fallback
Deepcheck
Lightweight synthetic-media detector with C2PA validation
Nokey
Drop-in, no-API replacements for paid APIs & MCP servers.
Mesa MCP
unoffical MCP server for MESA (Modules for Experiments in Stellar Astrophysics)
Frontapp Openapi Client
Pythonic Frontapp API client ecosystem with transport-layer retries, rate-limit awareness, and auto-pagination. Python + TypeScript clients + MCP server.
Grailsense
Collector intelligence MCP server — archetype classification + shareable soul cards, layered over Blockscout. Six archetypes, deterministic classifier, 28 tests.
Yugioh Cards Rag
RAG proof of concept: hybrid retrieval (pgvector HNSW + lexical RRF), cross-encoder reranking, dual embeddings (OpenAI + local GPU/CPU), and an MCP server — Python, PostgreSQL, Do…
AI Team Sync
Coordinate multiple AI coding agents (Claude Code, Cursor, Codex) on one repo — declared sessions, file scope locks (advisory/exclusive), and shared decisions, surfaced in VS Code…
Cspt Research
Analyze Client-Side Path Traversal vulnerabilities in frontend frameworks with proof-of-concept labs and detection tools.
Licenselens
Dependency license + SBOM gate, developer-CLI first
Maverick
Build modular position-independent C2 agents with Maverick using Crystal Palace and PICO modules for flexible shellcode component loading.
Simongonzalezdc
Public GitHub profile README for Simon Gonzalez De Cruz: AI systems builder, MCP server developer, Kyanite Labs founder, and product-minded automation engineer.
Gandi MCP
Python MCP server for the Gandi v5 API: domains, LiveDNS, email, billing, organizations, and certificates. Three-tier safety model gates writes and purchases.
History Graph Protocol
An MCP server that gives AI agents a permanent, append-only causal history