Web Services MCPs
15,279 MCP servers found
movie_mcp
by xSaCh
Lightweight TMDB-powered watchlist manager with FastAPI, SQLite, and JSON-RPC interface for movie and TV data.
jhipster-mcp-blueprint
by khayashi4337
Blueprint for AI-integrated JHipster applications enabling automatic context generation, intelligent prompts, and customizable workflows with pluggable AI backends.
mcpserver-certexpiry-checker
by irffy
Monitors TLS certificate expiry across sites with lightweight polling, alert hooks, and seamless automation workflow integration.
mcp-llm-demo
by de-developer-1
Model Context Protocol (MCP) サーバーとローカル LLM を連携させるデモ
alt-decision-tree-mcp-server
by yamanoku
Automates context-aware ALT text generation from images using a decision-tree guided by ARIA guidelines, with a trust score.
Astronomy-Research-Assistant
by shitijseth
A multi-LLM astronomy assistant leveraging protocol-based integration with NASA APIs, SIMBAD, and exoplanet archives, delivering real-time data and intelligent tool orchestration for researchers and educators.
twitter_bot
by mohankrishna213
A lightweight MCP-enabled Twitter automation tool that posts tweets and fetches user tweets.
mcp-newyorkfed
by trygordian
Unified access to NY Fed markets data: reference rates, SOMA holdings, and operations via a protocol-driven interface.
fastapi-mcp-learning
by mbaneshi
Learn to auto-expose FastAPI endpoints as MCP tools with zero-config, preserving schema and docs for seamless agent integration.
fastapi-mcp
by KimiJL
Simple example showcasing mounting a Model Context Protocol into a FastAPI app with Dockerized setup and a sample client.
solarman-mcp-server
by DankeyDevDave
Scalable OpenAPI endpoint discovery using in-memory semantic search and instant endpoint docs for Claude integration.
weather-mcp
by encoreshao
Weather alerts and forecasts for US locations via the National Weather Service API, with Claude Desktop integration for seamless desktop hosting.
mcp_test
by mahbub2649
Modular bridge linking LLMs with business systems, enabling natural-language operations and tool-driven actions with real-time monitoring.
better-mem0-mcp
by jtsang4
Memory-focused Mem0 extension with per-user contexts, dual transports, YAML-driven config, and easy NPX/Docker deployment.
Pump-Fun-MCP
by agentis-dev
Real-time Pump.fun tokens and market analytics with discovery, holders, and trading insights on Solana.
mcp-server-ufile
by hdcola
Secure, context-aware access to ufile.ca for income tax returns with structured data retrieval and automated workflow integration.
mcp-prototype-nature-dm
by drpedapati
Prototype enabling context vector extraction, dynamic AI orchestration via OpenAI API, provenance routing, and an EDS simulation within a FastAPI service.
jupyter-mcp-server
by JosephLin11
Real-time Jupyter integration enabling live code execution, image extraction, and notebook management with strong security and robust error handling.
ecm-agent-hub-api
by iammrperfectitsalie
Lightweight Spring Boot REST API enabling AI agent orchestration and context sharing across plugins and models
mcp-sse-calculator
by rusyasoft
Calculator, date formatting, unit conversion, and NL-to-SQL via Gemini with auto-loading of schemas.
t-online-email-server
by iChalix
TypeScript-based mail management for t-online offering advanced search, folder organization, secure IMAP/SMTP, and .env-driven configuration to streamline email workflows.
Polymarket-Analysis-Agent
by Sirsho1997
Fetch live Polymarket events, auto-categorizes topics with Claude, appends web context, and maintains versioned CSV histories for interactive analysis.
mcp-weather-server
by selmernoid
Lightweight, location-aware weather service exposing a standardized data interface for AI workflows.
mcp-server
by foxywolf-hub
Unified test hub enabling Postman asset processing, MCP compatibility, and local API testing with live results.