MCP Servers

Symbolic Algebra MCP Server

★ 75

Perform symbolic mathematics and computer algebra using the SymPy library.

OpenAPI Schema Explorer

★ 74

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

pfSense MCP Server

★ 73

Enables natural language interaction with pfSense firewalls through GenAI 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.

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.

MCP Bridge API

★ 67

A lightweight, LLM-agnostic RESTful proxy that unifies multiple MCP servers under a single API.

MCP-CLI Adapter

★ 66

Use command line tools in a secure fashion as MCP tools.

MCPShell

★ 66

A secure bridge for LLMs to safely execute command-line tools via the Model Context Protocol (MCP).

Mesh Agent MCP Server

★ 64

Connects to Heurist Mesh APIs to provide access to various blockchain and web3 tools.

Fossil MCP

★ 62

The code quality toolkit for the vibe coding era.

OPNSense MCP Server

★ 61

Manage OPNsense firewalls using Infrastructure as Code (IaC) principles.

EChart Server

★ 60

A Go service that dynamically generates ECharts chart pages from JSON configurations.

Codacy

★ 60

Access the Codacy API to analyze code quality, coverage, and security for your repositories.

MCP ZAP Server

★ 60

Exposes OWASP ZAP as an MCP server, enabling AI agents to orchestrate security scans, import OpenAPI specs, and generate reports.

Qartez MCP

★ 60

Code intelligence MCP server - PageRank, blast radius, co-change, hotspots, clone detection across 34 languages in a single Rust binary.

MKP

★ 58

Model Kontext Protocol Server for Kubernetes that allows LLM-powered applications to interact with Kubernetes clusters through native Go implementation with direct API integration and comprehensive resource management.

OpenExp

★ 58

Q-learning memory for Claude Code. Persistent memory that learns which context helps you get work done. Memories that lead to productive sessions (commits, PRs, tests) earn higher retrieval rank automatically. 16 MCP tools, hybrid BM25 + vector + Q-value scoring, local-first with Qdrant + FastEmbed.

better-code-review-graph

★ 58

Knowledge graph for token-efficient code reviews with Tree-sitter parsing, dual-mode embedding (ONNX + LiteLLM), and blast-radius analysis via MCP tools.

Last9

★ 58

Seamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster.

mcp-codebase-index

★ 58

Structural codebase indexer with 17 query tools. 87% token reduction. Zero dependencies.

Data Structure Protocol (DSP)

★ 56

Graph-based long-term memory skill for AI (LLM) coding agents — faster context, fewer tokens, safer refactors

MCP-Compose

★ 56

Orchestration tool for managing multiple MCP servers with a Docker Compose-style interface and a unified HTTP proxy.

Bonsai MCP

★ 56

An MCP server that integrates IFC model support using Bonsai BIM (Blender) and IfcOpenShell.

Enkrypt AI Secure MCP Gateway

★ 55

A secure MCP gateway that acts as a proxy, providing authentication, tool discovery, caching, and guardrail enforcement.

Code-Index-MCP

★ 54

A local-first code indexer that enhances LLMs with deep code understanding. It integrates with AI assistants via the Model Context Protocol (MCP) and supports AI-powered semantic search.

MCP Front

★ 54

An OAuth 2.1 proxy for MCP servers that enables single sign-on with Google, domain validation, and per-user tokens.

depwire

★ 53

Code dependency graph and AI context engine. 10 MCP tools that give Claude, Cursor, and any MCP client full codebase context — impact analysis, dependency tracing, architecture summaries, and interactive arc diagram visualization. Supports TypeScript, JavaScript, Python, and Go.

Archcore MCP

★ 52

Local stdio MCP server that lets AI coding agents read and maintain structured architecture, rules, and decisions directly from your repository.

openrouter-mcp-multimodal

★ 52

MCP server for OpenRouter: 300+ LLMs with vision, image gen, audio in/out, and video analysis + generation (Veo 3.1 / Sora 2 Pro / Seedance / Wan). Structured errors, IPv6 SSRF guards, path sandbox.

GoMCP

★ 51

A Go library for building clients and servers using the Model Context Protocol (MCP).