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MCP Servers

Connectors that give your AI agent hands — databases, browsers, email, payments, and every service in between.

✓ Official

31 companies

Published by the companies themselves — pick one to see everything they ship.

Overview All Cloud Service Cloud Storage Communication Database Design Development File System Finance Marketing Memory Other Productivity Search Version Control Web Scraping

Development ›All Development ✓ Official AI & Machine Learning APIs & Integration Browser Automation Code Review & Docs DevOps & Infrastructure Frontend & UI Mobile Security Testing & QA

DevOps & Infrastructure

855 mcp servers

Knowledge Graph

★ 11

A knowledge graph-driven persistent memory layer for coding agents and LLM workflows.

🔥🔥🔥✓ VerifiedFreeQuick setup

Rossum MCP & Agent

★ 11

MCP server and AI agent toolkit for intelligent document processing with Rossum.

🔥🔥Account requiredNeeds API keys

MCP Hangar

★ 11

Kubernetes-native registry for managing multiple MCP servers with lazy loading, health monitoring, and RBAC

🔥🔥🔥🔥✓ VerifiedFreeNeeds API keys

OpenFGA

★ 10

An MCP server for managing authorization models with OpenFGA, an open-source authorization system.

🔥🔥🔥✓ VerifiedFreeQuick setup

s&box MCP Server

★ 10

Enables AI assistants to interact with s&box game objects and components via WebSocket communication.

🔥🔥✓ VerifiedFreeQuick setup

symbolica-mcp

★ 10

A scientific computing server for symbolic math, data analysis, and visualization using popular Python libraries like NumPy, SciPy, and Pandas.

🔥🔥🔥🔥✓ VerifiedFreeNeeds API keys

OpsLevel

★ 10

Interact with your OpsLevel account using read-only access.

🔥🔥🔥✓ VerifiedAccount requiredNeeds API keys

Quantum Simulator MCP Server

★ 10

A quantum circuit simulator with noise models and OpenQASM 2.0 support, accessible via the Model Context Protocol (MCP).

🔥🔥🔥✓ VerifiedFreeQuick setup

Inoyu Apache Unomi

★ 10

Maintains user context and manages profiles using the Apache Unomi Customer Data Platform.

🔥🔥✓ VerifiedAccount requiredNeeds API keys

polycodegraph

★ 10

Multi-language code-graph MCP server with 18 tools (find_symbol, callers, callees, blast_radius, dataflow_trace) for AI assistants — local-first, no API key required, ~3× fewer tokens than Claude+grep at the same correctness.

🔥🔥🔥✓ VerifiedFreeQuick setup

mistral-mcp

★ 10

MCP server exposing the full Mistral AI surface (chat, OCR, Codestral FIM, Voxtral audio, vision, agents, moderation, classification, files, batch). Stdio + Streamable HTTP, BYOK with Mistral's free 1B tokens/month

🔥🔥🔥🔥✓ VerifiedAccount requiredAdvanced setup

Tailwind Svelte Assistant

★ 10

Provides documentation and code snippets for SvelteKit and Tailwind CSS.

🔥🔥🔥✓ VerifiedFreeQuick setup

prolog-reasoner

★ 9

SWI-Prolog execution for LLMs with CLP(FD) and recursion — boosts logic/constraint accuracy from 73% to 90% on a 30-problem benchmark.

🔥🔥🔥🔥✓ VerifiedAccount requiredAdvanced setup

DocsetMCP

★ 9

A server for accessing Dash-style documentation sets locally. Requires a local Dash installation.

🔥🔥🔥✓ VerifiedFreeAdvanced setup

Terry-Form MCP

★ 9

Execute Terraform commands locally in a secure, containerized environment. Features LSP integration for intelligent Terraform development.

🔥🔥🔥🔥✓ VerifiedPaid serviceNeeds API keys

Vibes

★ 9

Transforms Claude Desktop into a conversational development environment using distributed MCP servers.

🔥🔥✓ VerifiedFreeQuick setup

Loggles

★ 9

Loggles is a local-first log sink with an MCP interface that lets coding agents (Claude Code, Cursor) query application logs directly

🔥🔥🔥✓ VerifiedFreeAdvanced setup

Node Omnibus MCP Server

★ 9

An MCP server providing advanced Node.js development tooling and automation.

🔥🔥🔥✓ VerifiedFreeAdvanced setup

Heimdall MCP

★ 9

Transparent MCP proxy with OpenTelemetry tracing. Wrap any MCP server, persist traces to any OTel backend · SQLite · Postgres · MySQL. No code changes needed.

🔥🔥🔥✓ VerifiedFreeQuick setup

Behavioural Prediction MCP

★ 9

The Behavioural Prediction MCP Server provides AI-powered tools to analyze wallet behaviour prediction,fraud detection and rug pull prediction.

🔥🔥🔥✓ VerifiedFreeQuick setup

Hoverfly MCP Server

★ 9

An MCP server exposing Hoverfly as a programmable API simulation tool for AI assistants.

🔥🔥🔥✓ VerifiedFreeAdvanced setup

Code Council

★ 9

Your AI Code Review Council - Get diverse perspectives from multiple AI models in parallel.

🔥🔥🔥🔥✓ VerifiedAccount requiredNeeds API keys

Xcode

★ 8

Tools for Xcode project management, building, testing, archiving, code signing, and iOS development utilities.

🔥🔥🔥🔥✓ VerifiedFreeAdvanced setup

protect-mcp

★ 8

Security gateway for MCP servers — per-tool policies, Ed25519-signed receipts, human approval gates, and Cedar WASM policy engine.

🔥🔥🔥🔥✓ VerifiedFreeNeeds API keys

SnapState

★ 8

Persistent state for AI agent workflows. Save, resume, and replay multi-step workflows across sessions, crashes, and agent handoffs. Free tier included.

🔥🔥FreeNeeds API keys

MCP Spine

★ 8

Context Minifier & State Guard — Local-first MCP middleware proxy that reduces token waste by 61%, prevents context rot, and adds security hardening

🔥🔥🔥✓ VerifiedFreeQuick setup

MCP Context Server

★ 8

Server providing persistent multimodal context storage for LLM agents.

🔥🔥🔥🔥✓ VerifiedFreeAdvanced setup

Gemini CLI RAG MCP

★ 8

A RAG-based Q&A server using a vector store built from Gemini CLI documentation.

🔥🔥✓ VerifiedFreeAdvanced setup

PI API MCP Server

★ 7

An MCP server for interacting with the PI Dashboard API.

🔥🔥✓ VerifiedFreeAdvanced setup

Iris

★ 7

MCP-native agent evaluation and observability server with trace logging, output quality evaluation, cost tracking, 12 built-in eval rules, real-time dashboard, and PII detection

🔥🔥🔥🔥✓ VerifiedPaid serviceAdvanced setup

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