Discover Awesome MCP Servers

Pythagraph RED MCP Server

Enables retrieval and analysis of graph data from the Pythagraph RED API. Provides formatted tables, statistics, node/edge distributions, and comprehensive summaries for graph visualization and insights.

CockroachDB MCP Server

Enables interaction with a CockroachDB instance, providing database schema resources, SQL query execution, and query analysis prompts.

ainumbers-mcp-apps

420+ deterministic fintech tools - agentic payments (AP2, x402, Visa TAP, A2A), AML/KYC, BaaS comparison, MCP dev tooling - with 15 flagship tools as interactive MCP Apps widgets. Read-only, no auth, zero PII.

Tomba.io MCP Server

Integrates with the Tomba.io API to provide email discovery, verification, enrichment, phone lookup, and company research capabilities through standardized MCP tools, resources, and prompts.

Membrain

A self-hosted memory ledger for AI agents. Enables agents to store, search, and share persistent memories over MCP, with a web UI and REST API.

RelayOne Image MCP

Enables image generation and editing through RelayOne API, supporting both Image2 and Gemini Banana providers with configurable models and reference images.

loci

Local-first harness and ticket operations for AI assistants via CLI or MCP.

nerima-open-data-mcp

An MCP server that enables AI clients to search open data from Nerima City, Tokyo, including public facilities, AED locations, shelters, and parks.

Azure DevOps MCP Server

MCP server that provides tools to interact with Azure DevOps, including querying work items, repositories, pull requests, builds, commits, and creating work items via a standardized interface.

Website Autonomous MCP

A production-minded MCP server that enables autonomous website design and management, with resources, safe Git operations, validation, Playwright inspection, Vercel previews, and JSONL audit logging. It also provides specialized audit agents for design, SEO, performance, accessibility, conversion, diagnostics, and landing pages.

mcp-lad-lviv-ua

Express-based API for Lviv transport timetable data with a read-only MCP endpoint.

DevOps MCP Server

Enables read-only integration with GitHub, Jenkins, and Artifactory for DevOps monitoring, analysis, and troubleshooting. Provides repository inspection, build log retrieval, and artifact management through natural language.

mcp-agent-opt

Provides code-aware context compression by stripping comments, docstrings, and whitespace while maintaining full logic fidelity for AI agents. It features tools for architectural mapping, symbol searching, and token-budgeted multi-file reading.

chartbrew-mcp

Enables AI agents to manage Chartbrew resources like teams, connections, datasets, dashboards, and charts via natural language.

cursor-agent-mcp

MCP bridge from OpenCode to Cursor agent CLI, enabling code review, debugging, and planning via Cursor cloud.

nautilus-trader MCP server

Provides LLMs with code and documentation search over nautilus_trader via LSP-based symbol lookup and semantic embedding-based doc retrieval.

agent-handoff-protocol

Enables durable agent session transfer between machines by serializing state, provisioning sandboxes, and metering costs via MCP tools over a Postgres-backed state machine.

Hydrata MCP Server

Enables running, monitoring, and managing ANUGA flood simulations on Hydrata Cloud, supporting project listing, scenario queries, simulation start, status polling, cancellation, and retry operations.

ai-discuss

Enables a host AI agent to trigger a multi-agent debate, running N-rounds where agents critique each other's answers, then synthesizes a consensus recommendation with ranked options.

fancy-api

MCP server that enables AI agents to read and write records in a live REST API generated from pasted data, with tools for listing, querying, inserting, updating, and deleting records.

DETRAN AP: Impressão de CRLV

MCP server for querying official DETRAN AP (Amapá) vehicle registration (CRLV) data, with read-only tools and prepaid per-query pricing, hosted on mcp.ai.

cronmanager-mcp

Enables managing cron jobs, maintenance windows, and settings through natural language by exposing the Cronmanager REST API as MCP tools for LLM clients like Claude.

MCP Server Healthcare

Enables NHS clinical coding, SAR/FOI tracking, DSAR processing, batch coding, and patient data operations via a Cerner FHIR R4 sandbox through MCP tools.

gdoc-comments

An MCP server for reading/editing Google Docs content and managing comments, including listing, creating, replying, resolving, and reopening comments via the Docs API and Drive API.

Alibaba Cloud RDS OpenAPI MCP Server

Un servidor que proporciona administración y conectividad para los servicios de bases de datos RDS de Alibaba Cloud a través de OpenAPI, permitiendo a los usuarios crear, consultar y modificar instancias RDS mediante la integración con MCP.

SUSEP: Corretores

Enables querying official Brazilian insurance broker registry data from SUSEP through a read-only, hosted MCP server with pre-paid usage.

note-post-mcp

The Universal MCP Server exposes tools for automated posting and draft saving to note.com. It reads Markdown files containing titles, body text, and tags, then publishes them to your note.com account using Playwright automation.

Task Context MCP Server

Enables AI agents to autonomously manage and improve execution processes for repetitive task types by storing reusable task contexts with associated artifacts (practices, rules, prompts, learnings) and providing full-text search across historical best practices.

Close CRM MCP

Wraps the Close CRM API to enable AI agents to interact with Close CRM data, manage leads, contacts, and activities through natural language.

GenLayer MCP Server

A comprehensive MCP server for generating sophisticated GenLayer Intelligent Contracts with AI-native blockchain capabilities.