Explore server capabilities, recorded tools, available client configurations and practical setup considerations. Browse servers by category, or jump to remote servers and official vendor servers.
Servers can appear in several categories when their tools support several tasks. Category counts include these overlaps; the directory total counts each server once.
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SF move agent: rentals with sources, no-SSN banking routes, and your move plan and drafts.
Multi-LLM orchestration framework with agentic execution, memory/RAG, and training data generation
Startup accounting: cash, burn, runway, financial statements, transactions, bills and invoices.
An MCP server that hosts finite state machines as dynamic resources that multiple clients can subscribe to and be updated when their state changes.
Word search, crossword, and sudoku generators, printable PDF worksheets, and verifiable LLM evals.
Word search generator, crossword generator, and sudoku generator + solver in one local-first puzzle generator CLI — with printable PDF worksheets, starter word banks, verifiable LLM evals, and…
PVGIS MCP — EU Joint Research Centre PV system modeler
Retrieve daily PVPC electricity tariffs for 2.0 TD consumers, published by Red Eléctrica.
Hand-compiled game-mechanics data for Diablo 2, Path of Exile, Diablo 3 and GW2, plus live signal.
Rooftop solar potential, RGE installer search and quote requests. France only, no API key.
Automates PWA asset generation and image declaration. Automatically generates icon and splash screen images, favicons and mstile images. Updates
Debug PWAs in your real browser via MCP: service-worker, cache, installability & framework state.
A minimal, transparent PowerShell 7 MCP for Windows — one tool: raw exit code, stdout, stderr.
Verified fight records for AI assistants: look up a fighter or fight card, cite the pxl8.io page.
Measures how a webpage actually renders and prints it as compact text for AI coding agents.
Speech, transcription, voice agents, Trace, Recap, dubbing and narration with browser OAuth.
A Python implementation of Apple-native tools for the [Model Context Protocol (MCP)](https://modelcontextprotocol.com/docs/mcp-protocol), providing
A Model Context Protocol (MCP) server that provides comprehensive MLB baseball statistics with video highlights through the pybaseball library.
A Model Context Protocol (MCP) server that enables AI assistants to interact with PyBullet physics simulations. Build physics-based projects through
PyChroma MCP connects a local ChromaDB collection to an assistant for document ingestion, embedding configuration and semantic retrieval.
Model Context Protocol tool calling support for Pydantic AI
Below is an example of a simple gRPC service that exposes a [PydanticAI](https://ai.pydantic.dev/) agent:
Pydio Cells workspaces and tree statistics.
Search and analyse scientific literature across Europe PMC, PubMed, arXiv, and ClinicalTrials.gov
An [MCP](https://modelcontextprotocol.io/) server that gives AI assistants full access to your Fastmail account — email, contacts, calendars, and
Pay-per-call LLM chat plus data tools: DNS, crypto, Base gas, Wikipedia. x402 USDC or Lightning.
Token-efficient Ghidra RE: decompilation, Swift/ObjC, ELF/Mach-O, async progress
MCP is a unified interface that allows language models, development tools (like VS Code), and autonomous agents to access structured context, invoke tooling, and collaborate intelligently. Think of…
A Model Context Protocol server that provides tools for interacting with the GitHub API through PyGithub. This server enables AI assistants to
Drive Java desktop apps from an AI agent, through the JVM's own accessibility tree
Korean stock market data (KOSPI/KOSDAQ) with ETF tracking and fundamental analysis
Query and analyze your pylo data. Changes become proposals you approve in the pylo admin UI or API.
20+ pay-per-request APIs for AI agents — screenshots, web scraping, PDF, OCR, search, QR codes, translation & more. No API keys needed. Pay with USDC
MCP server for Pylon customer support platform
Audit, rank-track and analyze SEO for sites via an authenticated MCP server.
Anyone in the world can put text in your inbox, and the moment an AI assistant reads that inbox, anyone in the world can put text in front of your assistant. pylos-mcp is built around that fact. It…
Growth analytics for LatAm ecommerce: MercadoLibre, Tiendanube, Shopify, Meta Ads and Google Ads.
A lightweight, flexible implementation of the Model Context Protocol (MCP) for Python applications, specializing in robust HTTP/SSE transport.
Assorted Python MCP Servers
A Model Context Protocol server implementation in Python that provides access to LINE Bot messages. This server enables Language Models to read and
A Model Context Protocol server implementation in Python that provides access to Microsoft SQL Server databases. This server enables Language Models
An MCP server that provides AI assistants with powerful tools to interact with YouTube, including video searching, transcript extraction, comment
A pure-Python library (built on ctypes) that lets you inspect, modify and search the memory of any running process in a few lines of Python — Cheat Engine workflows on Windows, Linux and macOS!
PyMOL-MCP connects PyMOL to Claude AI through the Model Context Protocol (MCP), enabling Claude to directly interact with and control PyMOL. This
PyMuPDF compiled to WebAssembly - Full PDF manipulation in the browser
PyMuPDF Utilities for LLM/RAG
MCP implementation to connect AI agents with the PyNet Platform for BIM/Engineering automation.
A Python code obfuscator built with AST-based transformations. **Supports Python 3.9 through 3.14**. Provides reliable name mangling, string
The Pyodide JavaScript package
PyPI MCP — wraps the Python Package Index (PyPI) JSON API (free, no auth).
🔍 Enabling AI assistants to search and access PyPI package information through a simple MCP interface.
Keyless MCP server for PyPI: Python package versions, summaries, authors, requirements, release...
A Model Context Protocol (MCP) server for querying PyPI package information, dependencies, and compatibility checking.
A Model Context Protocol (MCP) server for querying PyPI package information, dependencies, and compatibility checking.
PyPI releases: Python package versions, daily. Register in-session — free testnet funds.
Scaffold Python projects from YAML presets, augment existing projects with CI/tests.
19 date-aware checks on the [project] metadata that decides whether your next release uploads
pyproject.toml table count, body discarded
PyreCrawl speaks MCP (Model Context Protocol), the standard tool interface for Claude, Cursor, VS Code, Codex, OpenCode, Hermes, and any MCP-compatible agent.
AI code security audits via x402 USDC: $0.01 scans, $0.50 audits, $5 auto-fixes. SAST/SCA.