Web Services MCPs
15,279 MCP servers found
Model-Context-Protocol
by Saad7912
Unified MCP-driven agent with memory and dynamic tool usage (web search, weather, database access) paired with a FastAPI-backed MongoDB store.
ModelContextProtocol-Demo
by Manish-Kumar-27
ModelContextProtocol Demo
postgres-mcp-sse
by fulit103
A Model Context Protocol server that provides read-only access to PostgreSQL databases via Server-Sent Events (SSE). This server enables LLMs to inspect database schemas and stream read-only query results in real time using the SSE protocol.
mcp-server-agent-example
by leandrozapata
A powerful NestJS backend that bridges OpenAI's Agent framework with MCP (Model Context Protocol) servers, enabling AI assistants to execute real-world actions through natural language requests.
api-into-mcp
by system32miro
Dual REST and MCP server unifies traditional data access with AI-driven queries using SSE, streamlining sports data for developers and agents.
mcp-a2a-template
by gnawhnehpets
Template enabling modular agent collaboration via MCP and A2A, with local STDIO and remote HTTP transport for tool access and memory integration.
MCPServerApp
by OurDotNetOrganization
Comprehensive toolkit with 50+ AI-powered tools for text analysis, writing, translation, and business tasks, built on .NET 9.
mcp-demo-with-exchange-rate-api
by nyinyi164
Real-time MMK exchange rates exposed via a lightweight MCP server with live data from the Central Bank of Myanmar.
cmf-mcp-server
by atripathy86
Modular CMF tooling with Docker-ready deployment, exposing pipelines, executions, artifacts, and model metadata as reusable AI-friendly tools.
a2a_mcp
by tankwin08
Real-time stock data with ticker lookup, powered by A2A-integrated reasoning and a distributed Python stack.
mcp_client_server
by devmadni
CLI tool enabling GitHub operations and OpenAI queries leveraging contextual protocol with secure environment key management.
SpringBoot_MCP_Client_example
by alanta335
Spring Boot application demonstrating a Model Context Protocol client with chat request handling and configurable endpoints.
mcp-streamable-http-server-with-vanilla-php
by okashoi
Lightweight Vanilla PHP implementation enabling streamable HTTP transport for Model Context Protocol with Docker-ready setup and no frameworks.
gdrive-sparc-mcp
by danfeder
AI-powered Google Drive integration with MCP for smart file discovery, content analysis, and organization insights.
sarcasm-mcp
by HarshitRV
Model Context Protocol-based sarcastic quotes delivery with easy integration to AI assistants, including random and all-quote access.
go-mcp-temperature-server
by omaciel
Go-based temperature tool that proxies location queries to a local HTTP service via MCP.
mcp_freelancemate
by tarasariya-uttam
FreelanceMate MCP enables freelancers to generate proposals, schedule meetings, and create invoices through a unified MCP-enabled workflow.
ai-coastal-guardian
by rrenebostic
Claude AI connects NOAA tide data with AI agent workflows for proactive coastal insights and alerts.
aci-mcp-render
by arbuthnot-eth
Two endpoints enable apps-focused tool access and universal function discovery from ACI.dev for streamlined automation.
getting-started-with-mcp-server
by cycle-sync-ai
Guided setup to expose read-only resources via a TypeScript SDK, enabling LLMs to access docs, logs, and customer data safely.
calfire-gis-mcp-server
by devin2712
ArcGIS-based CAL FIRE DINS data exposure via MCP, delivering verifiable damage context for AI models with geospatial queries.
mcp-openrouter-base_url
by KlausJager10110
Implement an MCP (Model Context Protocol) server with an AI agent using the OpenAI SDK and an OpenRouter base URL,
mcp_playground
by tdpearson
This is a personal playground using LangChain, NRP Nautilus hosted LLMs, and Model Context Protocol to interact with SHAREOK.org
mcp-nlp
by tivaliy
A FastMCP-based NLP server offering modular text distance analytics with simple deployment and optional API-key security.