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Showing 1951-1980 of 3965 items

Unblock, scrape, and search tools for MCP clients

markdown cdn
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MCP Server for Steam Web API Game Statistics

Serena
Serena by oraios

a powerful coding agent toolkit providing semantic retrieval and editing capabilities (MCP server & Agno integration)

agent programming
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This project provides a dedicated MCP (Model Context Protocol) server that wraps the @google/genai SDK. It exposes Google's Gemini model capabilities as standard MCP tools, allowing other LLMs (like Cline) or MCP-compatible systems to leverage Gemini's features as a backend workhorse.

MCP-OpenLLM
MCP-OpenLLM by getStRiCtd

LangChain wrapper for seamless integration MCP-servers with different open-source large language models from transformers library.

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awslabs cost-analysis
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Pbixray
Pbixray by jonaolden

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pbixray powerbi
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Weather MCP Server
Weather MCP Server by matrupriya2048

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weather mcp-server
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A simple MCP server that provides weather info

mcp-weather weather-info
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SEC EDGAR MCP
SEC EDGAR MCP by stefanoamorelli

A Model Context Protocol (MCP) Server for SEC EDGAR

mcp-server-Bloom
mcp-server-Bloom by Robinson777-prog

A Model Context Protocol (MCP) server implementation that integrates with web scraping capabilities.

mcp-server web-scraping
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Implementation of Anthropic's Model Context Protocol

poetry weather-app
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Vector Memory MCP Server - An MCP server with vector-based memory storage capabilities

mathgpt math-solver
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Integration of Needle in modelcontextprotocol

An MCP server that analyses a writer’s style and generates a blog post.

writers-muse-mcp blog-generator
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공공 주택 정보 조회를 위한 MCP 서버

housing-mcp-server public-housing
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An implementation of weather mcp server that can be called by a clinet IDE like cursor.

weather mcp-server
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python finance
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MCP Server to interact with the Demand API

mcp-server
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An MCP server for checking and revoking ERC-20 token allowances across multiple blockchains.

A MCP‑like server using the DeepSeek API for Terminal

Stdio MCP Server wrapping custom Python runtime (LocalPythonExecutor) from Hugging Faces' `smolagents` framework. The runtime combines the ease of setup (compared to docker, VM, cloud runtimes) while providing safeguards and limiting operations/imports that are allowed inside the runtime.

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wayback-mcp wayback-machine
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council of models for decision

ollama ai-communication
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MCP_servers
MCP_servers by sohammmzzz

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mathgpt math-solver
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Frequently Asked Questions

What is MCP (Model Context Protocol)?

MCP is an open-source protocol developed by Anthropic that enables AI systems like Claude to securely connect with various data sources. It provides a universal standard for AI assistants to access external data, tools, and prompts through a client-server architecture.

What are MCP Servers?

MCP Servers are systems that provide context, tools, and prompts to AI clients. They can expose data sources like files, documents, databases, and API integrations, allowing AI assistants to access real-time information in a secure way.

How do MCP Servers work?

MCP Servers work through a simple client-server architecture. They expose data and tools through a standardized protocol, maintaining secure 1:1 connections with clients inside host applications like Claude Desktop.

What can MCP Servers provide?

MCP Servers can share resources (files, docs, data), expose tools (API integrations, actions), and provide prompts (templated interactions). They control their own resources and maintain clear system boundaries for security.

How does Claude use MCP?

Claude can connect to MCP servers to access external data sources and tools, enhancing its capabilities with real-time information. Currently, this works with local MCP servers, with enterprise remote server support coming soon.

Are MCP Servers secure?

Yes, security is built into the MCP protocol. Servers control their own resources, there's no need to share API keys with LLM providers, and the system maintains clear boundaries. Each server manages its own authentication and access control.

What is mcp.so?

mcp.so is a community-driven platform that collects and organizes third-party MCP Servers. It serves as a central directory where users can discover, share, and learn about various MCP Servers available for AI applications.

How can I submit my MCP Server to mcp.so?

You can submit your MCP Server by creating a new issue in our GitHub repository. Click the 'Submit' button in the navigation bar or visit our GitHub issues page directly. Please provide details about your server including its name, description, features, and connection information.