MCP Server Directory

Open-source web scraper for AI agents with scrape, crawl, and map tools

Self-hostable web crawler and search API (fastCRW): scraping, crawling, site mapping and SearXNG-backed search.

Agent-harness picks, decision guides, and setup templates; live GitHub/HN discovery.

Locally check npm and PyPI packages, such as those suggested by AI coding tools, for vulnerabilities and malicious code.

A CPU performance engineering brain: a vetted reading list, benchmarks and cited source passages

Python code analysis for AI agents: complexity, dead code, clones, coupling, and a health score.

Fetch web page content using a Playwright headless browser, supporting JavaScript rendering, content extraction and Markdown or HTML output.

Autonomous spec-to-product coding-agent CLI with an MCP server exposing 39 tools over stdio.

Connect to Atlassian Jira, Confluence, Loom, and more to search, create, and manage your work.

An MCP server for Text2SQL: transforms natural language into SQL using graph schema understanding.

SQL-native query and provisioning engine for cloud infrastructure, served over MCP.

Discover ReactUse React Hooks: signatures, demos and usage patterns from the library docs.

Local RAG (on-premises) with MCP server.

Self-hosted MCP gateway turning REST, SOAP and GraphQL APIs and SQL/NoSQL databases into MCP tools without code, with spec import, pre-built adapters and RBAC.

Citra — PDF answers with page-level proof: structure, tables, OCR, and page citations.

MCP server that connects to the whole Microsoft 365 suite (Microsoft Office, Outlook, Excel) using Graph API (including mail, files, calendar)

Evidence-first PDF MCP. Agent Document Twin with citeable page+bbox evidence.

Any file → clean Markdown for AI agents: PDF, Office, EPUB, HTML, images, audio/video. Local MCP.

Query and summarize your chat messages with AI prompts.

Create, read, update and manage spreadsheets through the Google Sheets API.

Scaleway MCP server for interacting with the Scaleway APIs

Bidirectional Figma bridge: turn selections into framework-aware code reusing your components and tokens, or create frames, text, styles, variables and screens.

Neo4j integration: run queries, use Neo4j as knowledge graph memory and manage Neo4j Aura instances.

MCP server for Neo4j Aura Database Instance Manager.

A simple Neo4j MCP server that allows you to run Cypher queries against a Neo4j database.

A simple Neo4j MCP server for creating graph data models.

Plugin-based server and Chrome extension that gives AI agents access to web apps through your authenticated browser session, with a plugin SDK.

Interact with Kubernetes clusters through natural language.

Work with JetBrains IDEs such as IntelliJ, PyCharm, WebStorm and Android Studio.

Ontology engineering for OWL, RDF and SPARQL: validate, query, diff, lint, version and govern knowledge graphs on an Oxigraph triple store.

AI-powered developer assistant that enables advanced research, analysis and discovery and code generation across GitHub and NPM realms in realtime.

Read-only Amazon SES observability: search events, inspect bounces, pull delivery stats.

Fast and elegant Typescript framework for building MCP servers

an openAI middleware proxy to use mcp in any existing openAI compatible client

MCP server for Sentry - error monitoring, issue tracking, and debugging for AI assistants

A comprehensive Model Context Protocol (MCP) server that enables AI assistants to control Unreal Engine via native automation bridge. Built with TypeScript and designed for game development automation.

Browser agent with human takeover via noVNC, reusable auth profiles, approval and audit controls, and isolated Docker sessions.

Connect to any HTTP/REST API server using an OpenAPI v3 spec.

Local memory daemon with episodic, semantic and procedural tiers, SQLite and hnswlib storage, sleep-cycle consolidation and AES-256-GCM encryption at rest.

Multi-cluster Kubernetes management and operations with a management UI and logging, covering common DevOps tasks for standard and CRD resources.

Official ClickHouse MCP server for querying and exploring ClickHouse clusters and chDB.

AI agent identity, W3C credentials, EU AI Act compliance. 47 MCP tools.

Manage UniFi Access doors, credentials, policies, visitors, and events via MCP.

Manage UniFi Network devices, clients, firewall, VLANs, VPNs, and more via MCP.

Manage UniFi Protect cameras, events, recordings, and smart detections via MCP.

Full Agent Swarm API and MCP server with local SQLite storage for multi-agent orchestration.

Real production websites for coding agents: palettes, fonts, fold autopsies and reference JSX.

Local-first memory for coding agents: records issues, failed attempts, fixes and decisions, re-injects them and warns at git commit before a repeated mistake.