API Development MCP 服务器

JSON Query

Enables AI agents to query and extract data from large JSON files.

TG

Exposes TigerGraph operations as structured tools and URI-based resources.

TeamCity

Exposes JetBrains TeamCity as structured AI-ready resources and tools for large language model (LLM) agents and integrated development environment (IDE) plugins.

Python Toolbox

Provides a comprehensive set of tools for Python development via the Model Context Protocol.

Memory Domain Knowledge

Implements persistent memory using a local knowledge graph, enabling Claude to remember information across chats.

Remote Config

Dynamically load Model Context Protocol server capabilities from a remotely hosted configuration.

UMCP

Implements the MCP protocol server-side, facilitating AI integration within Unity projects.

Help Scout

Connects Help Scout with AI agents to enable intelligent search, analysis, and management of customer support data.

DefiLlama

Enables Claude to access and utilize DeFi data from the DefiLlama API.

Ensembl

Provides large language models with access to the Ensembl genomics database for querying genomic data, gene information, sequences, and variants.

VseGPT

Facilitates interaction between language models and external services via a standardized Model Context Protocol (MCP).

Voice Status Report

Provides voice status updates using OpenAI's text-to-speech API.

DenoKV

Enables Deno KV as an MCP server, allowing Claude Desktop to interact with it.

Pacman

Enables LLMs to search and retrieve information from various package repositories.

MultilspyLSP

Exposes Language Server Protocol (LSP) capabilities through multilspy to provide language intelligence to language models.

Awesome MCP Servers

Provides a curated list of resources related to Model Context Protocol (MCP) servers.

Alapi

Exposes ALAPI's interfaces through a Model Control Protocol (MCP) server.

Memvid

Exposes Memvid video memory functionalities to AI clients for encoding text, PDFs, and other content into a video memory format.

Caiyun Weather

Provides weather data queries using the Caiyun Weather API through a Model Context Protocol (MCP) server.

QMT

Provides stock market data download and query functionalities, acting as an MCP server built on the QMT platform.