Python MCP servers

MCP servers written in Python — installable with uvx/pip, sourced from PyPI and the registries. 20,032 in the catalog. Top 100 by installs:

• PIX4DmaticEnables GUI automation for controlling PIX4Dmatic on Windows through MCP. Supports launching, focusing, capturing screenshots, sending hotkeys, clicking UI elem1
• PostgresQuery your database in natural language1
• Hasdata Google SearchMCP server for Google Search (SERP) through HasData's hosted API. No Google Cloud project, no search-engine setup.
• Gosce Ai Getvda Anthropic Lm Format Enforcer Mcp 5364eaProxy Gemini (Vertex AI) completions wrapped in OpenTelemetry trace spans; returns the answer plus the trace/span id.
• FireweedAgent memory where every fact carries a receipt — a deterministic gate decides what is remembered, and erasure issues a signed certificate.
• Davinci Resolve LiteMCP server that lets an AI client control DaVinci Resolve, including the free Lite edition
• Davinc Resolve Local BridgeControl DaVinci Resolve from any AI assistant. 215 MCP tools covering the full Resolve API.
• Codex Commit ReviewLocal MCP server for auditable, plan-linked Git commit review views
• CasinoAn MCP control plane over the Fortran CASINO quantum Monte Carlo code
• Ats JobsMCP server for open job postings, read first-hand from the applicant-tracking system behind a company's careers page: Greenhouse, Ashby, Lever, Workable.
• AmgiAmgi MCP server — Python shim for uvx. Launches the bundled Amgi helper.
• 4pdaMCP server exposing the 4PDA forum lofi (text) version: forums tree, topics, posts.
• Minecraft Mod DevdocModel Context Protocol (MCP) Server for Minecraft Modding Documentation
• WebminMCP server for managing Linux systems via Webmin's XML-RPC API
• Positive SearchInfrastructure for trading AI agents and their humans — save tokens while getting the highest-quality information about the current news background.
• RangoRango — Chameleon Ultra AI Copilot: MCP server + agent skills + offline dump analyzer on top of the official Chameleon Ultra CLI (Kimi Code plugin; adapters for
• Csoai Haulage Governance BridgeThe MEOK Compliance-to-Governance Bridge. Crosswalk any haulage compliance attestation (DVSA
• Csoai Cra Annex Iv ClassifierEU CRA (Cyber Resilience Act, Reg 2024/2847) Annex IV classifier — 9-category essential security requirements with HMAC-signed compliance attestations. By MEOK
• Csoai Dora Tlpt PlannerDORA Article 26 TLPT planner — TIBER-EU pathway scoping, white-team RACI, threat-intel templates, HMAC-signed compliance attestations. By MEOK AI Labs.
• Csoai X402 WrapMEOK x402 Wrap MCP - 1-line USDC paywall for any FastMCP tool. MIT. By MEOK AI Labs.
• Lexware OfficeUnofficial MCP server for the Lexware Office accounting API.
• Print AdvisorMCP server that calculates 3D printing cost, time, material and build-plate fit from plain dimensions — no file upload, no API key.
• Kio OrzeczeniaMCP server for Polish public-procurement case law (National Appeals Chamber, KIO) via orzeczenia.uzp.gov.pl. Early POC, Apache-2.0.
• Summarizer AiText summarization and extraction by MEOK AI Labs.
• SurfMCP server and Python library for Surfline's public forecast API
• AnamneBrain-inspired local-first memory layer for Claude, Cursor, and any MCP-compatible AI tool. Three memory layers (episodic / scratchpad / working), ACT-R activat
• Policy SignalSearch Chinese government and Party documents: Xi Jinping speeches and articles, 2012 to present. Remote MCP server — no install, just a URL.
• MftparseAnalyze an NTFS $MFT CSV for timestomping and suspicious file activity
• MeetingcostCompute the dollar cost of meetings from your calendar (.ics)
• DicomsweepDe-identify DICOM imaging studies per the DICOM PS3.15 Annex E profile, scrubbing tags and burned-in pixel text.
• Code AstA Python AST Model Context Protocol (MCP) server for codebase architecture inspection, symbol search, import dependency mapping, and docstring coverage auditing
• Meok EatMeok Eat — Model Context Protocol server
• TastytradeRead-only MCP server for tastytrade account data, market metrics, historical candles, backtesting, and trade simulation.
• Eu4kdb20Offline-first EU4 modding knowledge engine with structured retrieval, local vanilla/mod indexing, scope-aware diagnostics, CLI, Python API, and optional MCP too
• Progress CouncilBFT Progress Council MCP — 5-voter Byzantine council halts agentic loops when no real progress is happening. Stops tokens bleeding on infinite spins. MIT-licens
• Csoai Mcp TestMEOK MCP Test MCP — golden-file + schema-drift + tool-failure tests for any MCP server. Drop-in pre-publish gate, pytest template, HMAC-signed reports, Shields.
• ReposecureOne-shot repo security posture grade (secrets/CI/branch rules/deps)
• LogsiftDetect brute-force, spray, and anomalous auth events in logs
• Toki TokiToki Toki no Mi — an MCP server: a persistent causality ledger. Part of the Grand Line stack.
• MyFirstMCPThis repo is about understanding how MCP works
• GopherDigestMCP server that digests conversation transcripts via local Ollama (llama3.2) and stores extracted facts into GopherCache.
• Mailctx📬 Give your AI agent your inbox. Provider-agnostic IMAP → clean, token-cheap Markdown (60–98% fewer tokens), plus an MCP server so Claude Desktop can search, r
• StoredgeMCP server for StorEdge (Storable Edge) self-storage management API. First MCP for the 5,000+ facility self-storage vertical.
• McpvitalsVital signs for your MCP servers: a one-command health check with a score, token-cost x-ray, tool-confusion detection, security hygiene, and 2026-07-28 migratio
• SpaceMCP server for NASA space data — Astronomy, Mars Rovers, Asteroids, Earth imagery, Exoplanets
• Weather Server Written In PythonA Simple MCP Weather Server written in Python
• Codex Issue MemorySelf-learning issue memory for Codex using MCP. Automatically captures reusable bug fixes and reuses them across sessions with local-first, low-token SQLite sto
• TODO APPA robust full-stack task management ecosystem featuring a Python CLI, an async FastAPI + PostgreSQL REST API, and an advanced AI chatbot backend powered by Gemi
• Ableton For AiAbleton for AI is the bridge between your DAW and AI models. It makes Ableton projects hearable and visible to AI models by implementing the Model Context Proto
• Web Rag FusionA powerful RAG (Retrieval-Augmented Generation) server with dynamic embedding provider support via the Model Context Protocol (MCP)
• McponmysampMCP bridge for testing local open.mp / SA-MP servers through a headless RakClient.
• Hpe NetworkingLow-token HPE Networking MCP router for Aruba Central, GreenLake, migrations, optional products, RAG, and exact API lookup
• JuniorMemSys SuiteHigh-fidelity Topological Memory Palace SDK. Uses Bit Drift & TDA Meshes via the Sovereign Omni Math kernel. Optimized for M4 Apple Silicon & Starlink edge node
• Pinterest VisionVisual intelligence pipeline for AI agents — search Pinterest, analyze with LLM vision, store and retrieve by semantic similarity
• Gnu UnitsUnit converter for AI agents, powered by the GNU units database — convert 3000+ units of measurement, evaluate compound unit expressions, reduce to SI base unit
• Filesystem SshfsMCP server that exposes (1) a filesystem MCP server for reading/writing files and listing directories over SSH/SFTP and (2) a chat-history MCP server that reads
• BurlyMCPProduction-ready MCP server with HTTP API that gives AI agents secure, audited access to Docker, file systems, and notifications. Zero-config container startup,
• Pec CliCLI tool for PEC (certified email) — built for AI agents and developers
• Unifi NetworkExtended UniFi Network MCP server with 125 tools (44 new v1/v2/system endpoints). Forked from sirkirby/unifi-network-mcp.
• MarkapatentProvide programmatic access to TÜRKPATENT’s trademark, patent, and design databases through a standardized MCP server for IP research tools.
• RedfoxMCP server for RedFoxHub — 40 ready-to-use tools for Douyin, Xiaohongshu, WeChat, Bilibili, Toutiao & TikTok data, plus AI search (Kimi/Doubao/DeepSeek) and AI
• Context ToolkitGeneric MCP server: file-scoped rules + frecency-ranked memory recall from plain markdown stores. Two tiers, deterministic, read-only. Pull the right context on
• Food NutritionA large size MCP server for food and nutrition intelligence (Large MCP)
• Local Research Library专供 AI 智能体访问本地研究文献库的 MCP。支持 PDF、Markdown、BibTeX、RIS、EndNote 及 XML 格式；具备自动索引、智能搜索及只读访问功能。MCP server for AI agents to access local research libraries. Supports PDF
• TbankUnofficial MCP server for T-Bank (Т-Банк, ex-Tinkoff) mobile banking: accounts, cards, transfers, bill pay, grocery ordering, tickets & travel — for Claude Code
• Stdapi.aiSelf-hosted AI gateway for Amazon Bedrock. OpenAI, Anthropic and Cohere compatible APIs, plus Amazon Polly, Transcribe and Comprehend.
• FesEnables AI clients to perform Sisense environment operations such as governance, asset and user/group management, lifecycle tasks, and health checks using the c
• Keyword ResearchEnables retrieval and normalization of Google Ads keyword-planning evidence.
• EntraadmEnables read-only triage of Microsoft Entra ID sign-in and audit logs through fixed tools for sign-in failure analysis, user lookup, directory audits, and daily
• Atlas IntrospectEnables introspection and configuration of a running ATLAS instance, including browsing chat history, editing config/mcp.json, and managing workspaces and custo
• McpclerkProvides a governance proxy layer for MCP servers, enforcing per-tool allowlists, human approval for write operations, quotas, secret redaction, and a hash-chai
• FireweedAn agent memory server that admits only evidence-backed claims, provides tamper-evident recall and verification, and issues signed certificates for erasure, ena
• Grok SearchProvides AI-driven web search, page fetching, and site mapping with real xAI citations, enabling LLM clients to access up-to-date external information.
• Glean Company DocsEnables grounded question-answering over internal documents via a single MCP tool that retrieves relevant passages and generates answers with citations, returni
• OpenhandoffEnables AI coding agents to persist, share, and retrieve project context locally via plain-text files, with support for capturing, packing, searching, and impor
• Critical Raw Minerals & Urban Mining Oracle (X402)Deterministic Web3 x402 Critical Minerals & Urban Mining Scrap Valuation Oracle for Autonomous AI Agents on Base (USDC)
• EvalmineEnables agents to run evals mid-task, providing tools to validate suites, execute model comparisons, and inspect calibration and win-rate reports.
• Security Gate X402Agent Security & Hallucination Gate (x402)
• Marketplace Reality CheckEnables evaluation of digital marketplaces by classifying demand signals, scoring commercial viability, sanity-checking claims, and comparing candidate channels
• Code QuorumEnables multi-agent council workflows for coding assistants, providing parallel independent reviews, plans, brainstorms, validation, and research with strict re
• XueqiuEnables AI clients to access Xueqiu's real-time quotes, financial statements, capital flows, and community discussions for A-shares, HK, and US stocks, with 22
• Io.Github.Elwsls/Verifiable Claim SeedEnables validating and verifying verifiable claims through structural checks, hash anchoring, and optional script execution, exposing self-test, validate, and v
• OpenmemkitEnables AI agents to maintain a persistent, queryable memory stored as user-owned Markdown files, with dual-channel retrieval (FTS5 and optional semantic search
• GwayEnables aggregating multiple MCP servers behind a single HTTP/SSE endpoint, with Code Mode to reduce token usage and support for OAuth and sandboxed execution.
• CasinoControl CASINO quantum Monte Carlo calculations: start a run, poll whether it is still running, stop it, list past jobs — and read CASINO's out file as structur
• LLM Chat ServerEnables agents to inspect configured LLM models and send chat requests to them, with support for parameter overrides, file-based prompts, and output to files.
• PgopsEnables AI agents to safely and audibly operate PostgreSQL databases and their Docker environments, offering schema inspection, guarded queries, migrations, per
• EbbProvides AI agents with a temporal knowledge graph where knowledge relevance decays over time, enabling memory recall, reinforcement, and auto-archiving through
• Genxevo SeleniumEnables AI coding agents to diagnose and repair Python Selenium UI automation using real evidence from live DOM and test runs, with enforced safety boundaries a
• DecathlonEnables searching and retrieving product information, reviews, and details from the Decathlon Netherlands website, including suggestions, pricing, stock, and cu
• Screen UseEnables AI agents to see, locate UI elements, and operate any Windows desktop app through natural language, using accessibility-tree matching with optional visi
• Ase DeliverEnables AI to generate and compile Aseprite game art, producing sprite files, sheets, and engine JSON with tools for initialization, briefs, pixel painting, bui
• KumihimoEnables agents to read, restructure, validate, and braid plan graphs of plain-text files, allowing them to maintain and execute the plan interactively.
• Asm ServerEnables LLMs to conduct passive attack-surface research by collecting public information, referencing saved reports, and verifying evidence through MCP tools.
• MedevalEnables MCP clients to operate MedEval regulatory workspaces, including evidence retrieval, generation, evaluation, and immutable document revisions, all throug
• Delivery IntelligenceEnables delivery leads to query explainable programme health, prioritized risks, dependency impacts, change request effects, blocked decisions, and evidence-bac
• TurritopsisProvides a shared project knowledge and handoff layer for coding agents, offering tools to list, search, retrieve, and update stages of project information to m
• AIO Tests ServerEnables searching, reading, creating, and updating AIO Tests test cases in Jira from any MCP client, supporting Jira Cloud and Server/Data Center with a read-on
• Ml LabEnables LLMs to manage and run machine learning training jobs on a remote server, including syncing code, submitting experiments, monitoring progress, reading T
• DevnsEnables managing local development domains under .test TLD, including adding/removing domains, health checks, and DNS-over-HTTPS status.