Discover Awesome MCP Servers

codesurface

MCP server that indexes your codebase's public API at startup and serves it via compact tool responses, saving tokens vs reading source files.

mcp-comfyui

Bridges Claude Desktop to local and remote ComfyUI instances, enabling health checks, model listing, workflow queuing, status polling, and output retrieval.

Emotion MCP

An MCP server that enables AI assistants to switch character portraits (2D images or VRM 3D models) based on emotion, with support for multiple transitions and real-time updates via WebSocket.

scpr

A web scraping CLI tool that converts web pages to markdown and also runs as an MCP server for agent integration.

Confluence MCP Server

MCP server for Atlassian Confluence integration with Claude Code, enabling search, read, create, update pages, manage labels, and list spaces via natural language.

fhir-mcp-suite

Three composable MCP servers for clinical AI — FHIR R4 read/search/validate, medical terminology (LOINC/SNOMED/RxNorm/ICD-10), and drug safety reasoning (interactions, dose check, allergy). Apache-2.0, production-ready.

local-model-suitability-mcp

Evaluates task suitability for local models before cloud API calls, routing to Ollama or similar to reduce costs.

Sentinel Solutions MCP Server

Analyzes Microsoft Sentinel solutions from GitHub repositories to map data connectors to Log Analytics tables and query security content like detections and playbooks. It provides instant access to the official Content Hub or private repositories through a high-performance pre-built index.

RAG Information Retriever

An MCP server that implements Retrieval-Augmented Generation to efficiently retrieve and process important information from various sources, providing accurate and contextually relevant responses.

Vedaksha

Vedaksha MCP Server Astronomical ephemeris and Vedic astrology computation for AI agents via the Model Context Protocol.

spines-underground

Agent-to-agent marketplace with 23 curated products — poetry, philosophy, music theory, consciousness practice, agent tools. 13 free, 10 paid ($1.99–$4.99 USDC on Base or Solana via x402). Built by Spine and Lisa Maraventano from Clarksdale, Mississippi.

openapi-mcp-bridge

Transforms OpenAPI definitions into MCP tools for seamless LLM-API integration.

MCP Maven Server

Wraps Maven and Spring Boot operations for Claude Code, providing structured JSON output instead of raw build logs to save tokens and focus on code fixes.

minimax-llm-mcp

Exposes the MiniMax M3 LLM API to MCP-compatible clients, enabling chat completions, text completions, tool calls, and token counting via stdio or SSE transport.

codex-mcp-server

An open-source MCP server that connects your IDE or AI assistant to the Codex CLI, enabling non-interactive automation with codex exec, safe sandboxed edits with approvals, and large-scale code analysis via @ file references.

Superlinked MCP Server

Enables AI assistants to create and query multi-dimensional vector indexes from structured data files using Superlinked's vector search framework, supporting semantic search, recency, numerical, and categorical filtering.

n8n MCP Server

Enables management of n8n workflows, executions, credentials, tags, and variables via MCP tools. Supports stdio, Claude Code, and Claude Web with optional Authentik OAuth.

edgegate-mcp

MCP server for EdgeGate that enables setting up edge-AI regression gates on Snapdragon devices directly from Claude Code, Cursor, or Claude Desktop.

schrodinger-mcp

Enables AI assistants to execute computational chemistry and drug discovery workflows using Schrödinger Suites 2026, including protein preparation, docking, ADMET, QM/MM calculations, and job management.

COMPRASAL MCP

Enables querying El Salvador's public procurement data, including awarded processes, supplier contracts, and institution details, from the live COMPRASAL API through an MCP interface.

DreamAgent MCP Server

Enables ChatGPT to operate a DreamAgent account via MCP, allowing creation and management of projects (Telegram/Discord bots, websites, schedulers) and conversational build/edit/debug through DreamAgent's AI agent.

godot-ui-feedback-mcp

Captures real Godot UI screenshots and node metadata to enable a browser-annotatable workflow for game UI development.

Blender MCP

An MCP server that enables AI agents to control Blender through natural language for 3D scene creation, animation, and rendering. It provides over 550 actions and direct Python execution via a bridge to a live local Blender session.

java-class-analyzer-mcp

MCP server that scans Maven project dependencies, decompiles Java class files, and provides class structure analysis to LLMs for accurate code generation.

open-banking-io MCP Server

A read-only MCP server for the open-banking.io PSD2 API that lets AI agents query personal bank balances and transactions via natural language, with zero-knowledge encryption ensuring all sensitive data is decrypted in-process and never exposed to third parties.

UofT Student Helper MCP Server

Enables University of Toronto students to access academic data from ACORN and Quercus via AI assistants. It provides tools to retrieve course schedules, enrollment details, syllabi, assignments, and announcements.

satrack-create-project

Enables project creation with validated flow and automatic registration via MCP, supporting scaffold, bootstrap, and validation tools.

uis-mcp-server

MCP server for UNESCO UIS statistics enabling search of indicators, listing of geographical units, and data retrieval with provenance and license compliance.

mcp-nextjs

Next.js-based MCP server with OAuth 2.1 authentication, deployable on Vercel, supporting SSE and Streamable HTTP transports for various clients.

pcrzero-mcp

Issue and verify signed receipts for agent actions, enabling durable, independently checkable proof of policy decisions. Supports offline verification via get_keyset and verify_receipt tools without an account.