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Python MCP Servers

Showing 244 Model Context Protocol tools tagged with “Python”.

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Hipocampo

carrasquelalex1

Knowledge & Memory

Dual-memory MCP system (PostgreSQL 17 + pgvector + NVIDIA NIM). 11 tools: search, save, profile, health, auto-repair, stats, tune, dedup, checkpoint, maintenance. Sparse Selective Caching (SSC) with 4-phase progressive retrieval. Bilingual EN/ES. python scripts/hipocampomcpserver.py

Rag Rat

Knowledge & Memory

Local repo-intelligence index and MCP server for coding agents — "what a repository knows about itself." Hybrid BM25 + vector semantic search, a tree-sitter code graph (callers/callees/imports across Rust, TS/TSX, Kotlin, C/C++, Python) with an optional compiler-grade SCIP oracle, queryable git/GitHub history, and typed, source-anchored repo memories (Invariant, Decision, Risk, …) that persist across sessions. Every result carries provenance — confidence labels and coverage warnings. Keeps source read-only; a background watcher keeps queries fresh. PreToolUse hooks augment grep and flag near-duplicate code as you write it. cargo install rag-rat

MCP Server Trino

Dataring-engineering

Trino MCP Server to query and access data from Trino Clusters.

Debtstack Python

Finance & Fintech

Corporate debt structure data for AI agents. Search 250+ issuers, 5,000+ bonds with leverage ratios, seniority, covenants, guarantor chains, and FINRA TRACE pricing.

Falsifylab Alpha MCP

Finance & Fintech

9 MCP tools surfacing FalsifyLab public-market research data: DeFi yield farms (emissions-stripped APY), Hyperliquid vault leaderboard, SEC Form 4 insider buy clusters, material 8-K filings, macro tape (SPX/VIX/UST/DXY/GOLD/BTC/ETH), US spot crypto ETF flows, airdrop yield-gap detection, Polymarket whale positions, and confluencetoday (cross-source signal alignment). Free tier requires no signup. Pro $19/mo for real-time + 100 results + 90d history. Install: pip install falsifylab-alpha-mcp.

Text File Read And Refactor MCP

Token-efficient Python stdio MCP server exposing safe text-file search, reading, and refactoring tools. Tools automatically resolve the file BOM and codepage; edit tools save files with their original encoding and BOM. uvx text-file-read-and-refactor-mcp

Mpesa MCP

Finance & Fintech

First MCP server for M-PESA (Safaricom Daraja API) — STK push, B2C payments, balance queries, transaction status, SIM swap detection, Bill Manager, and 16 more tools for Kenya's 35M+ mobile money users. pip install mpesa-mcp.

Matlab MCP Server Python

Connect AI agents to MATLAB — execute code, run async jobs with progress reporting, get interactive Plotly plots, expose custom .m functions as tools, and monitor via live dashboard.

Unsplash MCP Server

Search & Data Extraction

) 🐍 ☁️ - A MCP server for Unsplash image search.

Entraid MCP Server

A MCP server for Microsoft Entra ID (Azure AD) directory, user, group, device, sign-in, and security operations via Microsoft Graph Python SDK.

Ticktick MCP

Other Tools and Integrations

TickTick MCP server. Built upon the ticktick-py library, it offers significantly improved filtering capabilities.

FCoP

Other Tools and Integrations

File-based Coordination Protocol: behavior governance layer for multi-agent teams. 45 MCP tools (writetask, writereport, writeissue, writereview, lifecycle claim/submit/approve…). Agents coordinate via structured Markdown files (\lifecycle/) — no message broker, no database, just the filesystem. Official MCP Registry: io.github.joinwell52-AI/fcop (v3.2.5). pip install fcop-mcp

Agent Gate

Developer Tools

Lets an AI agent gate its own work before claiming "done": a fail-closed ship checklist (verifygate counts a check satisfied only if explicitly proven), required independent refute-first review, and an append-only sha256-chained receipts ledger that makes any edit to past receipts detectable. pip install mcp-agent-gate.

Mk Qa Master

Browser Automation

AI 測試大師 — end-to-end QA loop over MCP. Drives pytest / Jest / Cypress / Go / Maestro from one surface; analyzes URLs (Web DOM) or live mobile screens (maestro hierarchy) to extract testable modules, generates runnable pytest or Maestro YAML with real selectors (not TODO stubs), runs with auto-retry, then writes a prioritized optimization-plan.md ranked by evidence (flaky vs broken vs coverage gap). Mobile-first: iOS Simulator, Android Emulator, real devices, and BlueStacks (QAANDROIDHOST=127.0.0.1:5555). Install via uvx mk-qa-master.

MCP Server Python

Cloud Platforms

Implementation of MCP server for Kestra workflow orchestration platform.

NOUZ MCP

Knowledge & Memory

Semantic knowledge graph for Obsidian. Three modes (pure graph / semantic classification / strict hierarchy), local embeddings, sign classification via cosine similarity to user-defined cores, bottom-up coremix aggregation, semantic bridge discovery, and drift detection. pip install nouz-mcp

$Latex MCP Server logo$

Latex MCP Server

Other Tools and Integrations

An MCP Server to compile latex, download/organize/read cited papers, run visualization scripts and add figures/tables to latex.

MCP Server

Run untrusted Python/JavaScript code in WebAssembly sandboxes.

Paybond Kit

Finance & Fintech

Tenant-bound MCP server for agent spend authorization, policy guardrails, evidence, escrow settlement, and portable receipts. Sandbox bootstrap, spend intents, and completion validation for Cursor and Claude Code. TypeScript: npx -p @paybond/kit paybond login then npx -y -p @paybond/kit paybond-mcp-server. Python: pip install paybond-kit then paybond-kit-login and paybond-mcp-server. Docs.

Profitspot MCP

omniologynow-rgb

Finance & Fintech

Cross-chain DeFi intelligence MCP server for AI agents. 7 tools for yield discovery, pool analysis, profit simulation, risk scoring, whale tracking, impermanent loss calculation, and DeFi overview across 86 chains and 6,500+ liquidity pools. Install via pip install profitspot-mcp.

Scout Intel MCP

omniologynow-rgb

Search & Data Extraction

Web intelligence MCP server for AI agents. 7 tools for SERP analysis, competitor research, market trends, content gap analysis, keyword insights, audience discovery, and citation tracking. Install via pip install scout-intel-mcp.

Eyebrowse

Developer Tools

Stealthy, LLM-drivable browser engine — a Python library + 85-tool MCP server on stealth Chromium.

T2 Protocol

Developer Tools

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

Agent Workspace MCP

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

Pystub

Developer Tools

Auto-detect stubbable packages for Python exe builds and generate minimal stub code

Xcode MCP Bridge Wrapper

Developer Tools

Python wrapper that makes Xcode's MCP bridge compatible with strict MCP clients like Cursor

SpecLeft

Developer Tools

Python intent tracing MCP: map specs to pytest tests, monitor implementation progress, offline-only.

Scb Opendata MCP

Developer Tools

Statistics Sweden’s open data made available as an MCP server, using Python and FastMCP

Waitbus

Cloud Platforms

Workstation-local event bus: agents wait on or emit CI/pytest/Docker/filesystem events, no polling.

Gateco

Permission-aware retrieval for AI systems: policy-enforced access to organizational knowledge.

Python MCP Servers & Tools | AllMCPs