MCP Servers

onUI

★ 81

Annotate elements, draw regions, and ship cleaner UI faster.

Tabby-MCP-Server

★ 81

A Tabby plugin implementing an MCP server for AI-powered terminal control and automation.

Optuna MCP Server

★ 80

Automate optimization and analysis using Optuna.

Swagger MCP

★ 80

Scrapes Swagger UI to dynamically generate MCP tools at runtime using LLMs.

Debugg AI

★ 79

Enable your code gen agents to create & run 0-config end-to-end tests against new code changes in remote browsers via the Debugg AI testing platform.

Harness

★ 78

Access and interact with Harness platform data, including pipelines, repositories, logs, and artifact registries.

Skills-ContextManager

★ 77

Don’t pollute your AI agent’s context with 1,000 skills. Use Skills-ContextManager, a self-hosted web UI for managing AI skills and workflows by providing skills to an AI agent via MCP only when needed. Simply add skills to your library and enable or disable them with a toggle. Choose whether a skill is always loaded into context or dynamically activated when the AI agent determines it’s needed.

QuantConnect

★ 77

A server for local interactions with the QuantConnect API.

PydanticRPC

★ 77

A Python library for building gRPC/ConnectRPC services with Pydantic models, featuring automatic protobuf generation and AI assistant tool exposure.

Multiverse MCP Server

★ 77

A middleware server for running multiple, isolated instances of MCP servers with unique namespaces and configurations.

Sverklo

★ 76

Local-first code intelligence MCP server. Hybrid BM25 + ONNX vector search, symbol-level impact analysis, diff-aware PR review with risk scoring, and persistent memory tied to git state. 20 tools, MIT licensed.

VSCode MCP

★ 75

Interact with VSCode through the Model Context Protocol, enabling AI agents to perform development tasks.

Template MCP Server

★ 75

A CLI template for quickly bootstrapping an MCP server with FastMCP, supporting both stdio and HTTP transport.

pyATS

★ 75

Interact with network devices using Cisco's pyATS and Genie libraries for model-driven automation.

VSCode MCP

★ 75

Enables AI agents and assistants to interact with Visual Studio Code through the Model Context Protocol.

Ollama MCP Server

★ 75

A bridge to use local LLMs from Ollama within the Model Context Protocol.

Symbolic Algebra MCP Server

★ 75

Perform symbolic mathematics and computer algebra using the SymPy library.

Bitcoin & Lightning Network

★ 74

Interact with the Bitcoin and Lightning Network to generate keys, validate addresses, decode transactions, and query the blockchain.

OpenAPI Schema Explorer

★ 74

Token-efficient access to OpenAPI/Swagger specs via MCP Resources

Figma

★ 73

Interact with the Figma API to access and manage design files and resources.

ADB Friend

★ 73

A CLI tool for developers to manage Android devices via ADB.

pfSense MCP Server

★ 73

Enables natural language interaction with pfSense firewalls through GenAI applications.

Flutter MCP

★ 72

Provides real-time Flutter/Dart documentation and pub.dev package information to AI assistants, supporting all packages on demand.

Flutter MCP

★ 72

A real-time MCP server providing Flutter/Dart documentation and pub.dev package information to AI assistants, supporting over 50,000 packages on demand.

Kibana MCP Server

★ 72

Access and interact with your Kibana instance using natural language or programmatic requests.

React MCP

★ 71

An MCP server for integrating AI with React applications.

MCP RAG Server

★ 71

A Python server providing Retrieval-Augmented Generation (RAG) functionality. It indexes various document formats and requires a PostgreSQL database with pgvector.

Deepseek Thinker

★ 69

Provides Deepseek's reasoning capabilities to AI clients, supporting both the Deepseek API and local Ollama server modes.

MCP Swagger Server

★ 69

Converts OpenAPI/Swagger specifications to Model Context Protocol (MCP) format, providing a modern Web UI and a backend service.

agent-lsp

★ 69

A stateful LSP runtime for AI agents: warm language server sessions with 50+ tools for go-to-definition, find-references, diagnostics, rename, and more across 30+ languages.