
MCP Server Couchbase
Couchbase MCP Server is a service that enables LLMs to interact directly with Couchbase databases, supporting queries, CRUD operations, and N1QL queries.
TypeScript
3.7K
2.5 points

Repo To Txt MCP
repo-to-txt-mcp is a server based on the MCP protocol that converts GitHub repositories or local folders into structured text files, facilitating the provision of context information for large language models. It supports file filtering, token management, and can be integrated with the Cursor editor.
Python
3.8K
2 points

Arrakis MCP Server
Arrakis MCP Server is a Model Context Protocol server that provides Arrakis virtual machine sandbox functionality for large language models.
Python
3.4K
2 points

Hawstein MCP Server Reddit
MCP Server Reddit is a service that provides access to the public Reddit API through the Model Context Protocol, allowing LLM models to browse Reddit homepage posts, obtain sub - forum information, and read post comments. It supports multiple installation methods and provides rich API tools.
Python
3.5K
2 points

Prometheus MCP Server
An MCP server designed for the Prometheus database, supporting functions such as LLMs retrieving and analyzing metric data through tool functions, searching for metric usage, and executing complex queries.
Python
4.1K
2.5 points

Vic563 Memgpt MCP Server
An MCP server based on TypeScript that implements a memory system for LLMs, supports multi - provider chatting, and maintains conversation history.
TypeScript
3.6K
2 points

Docsfetcher
A multi - language package documentation fetching MCP service that does not require an API key, supports documentation scraping and analysis for multiple programming languages from JavaScript to Swift, and provides structured data support for LLMs.
JavaScript
3.5K
2 points

Anki MCP Server Yx2
The Anki MCP Server is a tool that enables LLM to interact with the Anki flashcard software through AnkiConnect
TypeScript
3.9K
2.5 points

MCP Doc
A customized MCP documentation server that supports LLM applications to integrate document resources through the Model Context Protocol, providing access to LangGraph and MCP documentation and URL scraping capabilities.
Python
3.7K
2 points

Openapi MCP Server
This project is an OpenAPI MCP server used to provide pre - configured REST API context for LLMs, enabling LLMs to interact with REST APIs through prompts.
Python
3.7K
2.5 points

Postgres MCP Server
This is a PostgreSQL model context protocol server project that allows LLM to interact with local databases. It is currently in the experimental stage and should be used with caution.
TypeScript
3.7K
2 points

MCP Server Stylepilot
StylePilot MCP Server is a style template service based on the MCP protocol, providing storage and calling functions for various content style templates for LLMs.
TypeScript
3.6K
2 points

MCP Google Cse
Google Custom Search Engine MCP Server provides search capabilities for LLMs
Python
3.7K
2.5 points

MCP Google Custom Search Server
An MCP server based on the Google Custom Search API, providing a standardized web search interface for large language models
TypeScript
3.8K
2.5 points

Cuttermcp
cutterMCP is a model context protocol server designed for LLM, supporting autonomous reverse engineering applications and integrating the core functional tools of Cutter.
Python
3.8K
2.5 points

Notion MCP Server
A Notion API service based on the MCP protocol that transforms the functions of the Notion SDK into a toolset, enabling LLMs to operate Notion content through natural language.
TypeScript
4.0K
2.5 points

MCP For VuFind
A simple MCP server project based on FastMCP, aiming to integrate VuFind's Swagger API into LLMs (such as Sonet), enabling LLMs to search for literature through VuFind.
Python
3.8K
2.5 points

MCP Server Couchbase
The Couchbase MCP Server is a tool that enables LLMs to directly interact with Couchbase databases, supporting queries, CRUD operations, and data management.
TypeScript
3.6K
2.5 points

Mongo MCP
A MongoDB - based Model Context Protocol (MCP) server that provides database interaction capabilities for LLMs
TypeScript
4.5K
3 points

Jira Y9t
The JIRA MCP Server is an intermediate service that enables large - language models to interact with JIRA, supporting JQL search and issue detail retrieval.
JavaScript
3.9K
2.5 points

Jinni
Jinni is an efficient tool for providing project context to large language models. It overcomes the limitations of reading files one by one by integrating relevant files and their metadata.
Python
4.2K
3.5 points

MCP Server Ibmcloud
The MCP server provides IBM Cloud tools for LLM to use
3.6K
2 points

Mongodb MCP
A MongoDB Model Context Protocol (MCP) server that allows LLMs to directly interact with MongoDB databases, supporting querying, schema inspection, index management, and document operations.
TypeScript
3.7K
2 points

Manpreet2000 MCP Database Server
A database service implementing the MCP protocol that supports interaction with multiple databases through natural language. Currently, it mainly supports MongoDB, and databases such as PostgreSQL will be added in the future.
TypeScript
3.7K
2 points

Cutter (Reverse Engineering)
cutterMCP is a model context protocol server designed for LLMs for autonomous reverse engineering applications.
Python
3.9K
2.5 points

Binance MCP
Binance MCP Server is a standardized interface service that provides Binance exchange data for large language models (LLMs), supporting functions such as real-time quotes, historical data, order book queries, and WebSocket push.
Python
3.8K
2.5 points

Playwright MCP Server
A Playwright-based browser automation MCP server that provides web page interaction capabilities for LLMs.
TypeScript
3.9K
2.5 points

Nijivoice
NijiVoice-MCP is an in - development project that implements the integration of the Model Context Protocol (MCP) with the Niji Voice API, enabling LLMs to easily call Niji Voice's text - to - speech functions through the MCP interface, including voice generation, getting the list of voice actors, and querying the balance.
Python
3.9K
2.5 points

Sqlite MCP
A lightweight MCP server that allows large language models to interact with SQLite databases autonomously
Python
3.6K
2 points

Awesome MCP Servers By SpoonOS
MCP is a tool that helps users build agents and complex workflows on the basis of large language models (LLMs).
3.6K
2 points
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Featured MCP Services

Gitlab MCP Server
Certified
The GitLab MCP server is a project based on the Model Context Protocol that provides a comprehensive toolset for interacting with GitLab accounts, including code review, merge request management, CI/CD configuration, and other functions.
TypeScript
132
4.3 points

Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
871
4.3 points

Markdownify MCP
Markdownify is a multi-functional file conversion service that supports converting multiple formats such as PDFs, images, audio, and web page content into Markdown format.
TypeScript
1.8K
5 points

Notion Api MCP
Certified
A Python-based MCP Server that provides advanced to-do list management and content organization functions through the Notion API, enabling seamless integration between AI models and Notion.
Python
181
4.5 points

Unity
Certified
UnityMCP is a Unity editor plugin that implements the Model Context Protocol (MCP), providing seamless integration between Unity and AI assistants, including real - time state monitoring, remote command execution, and log functions.
C#
597
5 points

Figma Context MCP
Framelink Figma MCP Server is a server that provides access to Figma design data for AI programming tools (such as Cursor). By simplifying the Figma API response, it helps AI more accurately achieve one - click conversion from design to code.
TypeScript
6.7K
4.5 points

Context7
Context7 MCP is a service that provides real-time, version-specific documentation and code examples for AI programming assistants. It is directly integrated into prompts through the Model Context Protocol to solve the problem of LLMs using outdated information.
TypeScript
5.3K
4.7 points

Gmail MCP Server
A Gmail automatic authentication MCP server designed for Claude Desktop, supporting Gmail management through natural language interaction, including complete functions such as sending emails, label management, and batch operations.
TypeScript
319
4.5 points