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Browse all Model Context Protocol servers with quality scores, stars, languages and maintenance activity.

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1,424 results (<1ms) · data updated 2026-08-14

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microsoft/markitdown A MCP Server Official Active

microsoft/markitdown/packages/markitdown-mcp

MCP tool access to MarkItDown -- a library that converts many file formats (local or remote) to Markdown for LLM consumption.

★ 173.6k Python Updated 15d ago Score 100 File Systems

netdata/netdata A MCP Server Official Active

netdata/netdata

Discovery, exploration, reporting and root cause analysis using all observability data, including metrics, logs, systems, containers, processes, and network connections

★ 80.2k Go Updated today Score 100 Monitoring

mediar-ai/screenpipe A MCP Server Official Active

mediar-ai/screenpipe

Local-first system capturing screen/audio with timestamped indexing, SQL/embedding storage, semantic search, LLM-powered history analysis, and event-triggered actions - enables building context-aware AI agents through a NextJS plugin ecosystem.

★ 20.9k Rust Updated today Score 100 Other Tools and Integrations

awslabs/mcp A MCP Server Official Active

awslabs/mcp

AWS MCP servers for seamless integration with AWS services and resources.

★ 9.6k Python Updated today Score 100 Cloud Platforms

firecrawl/firecrawl-mcp-server A MCP Server Official Active

firecrawl/firecrawl-mcp-server

Official Firecrawl server with live browser interaction (`firecrawl_interact`) — navigate, click, type, and scroll on a page before extraction, for JS-heavy or auth-gated sites. Also scrape, crawl, map, search, and extract.

★ 7.2k JavaScript Updated yesterday Score 99 Browser Automation

exa-labs/exa-mcp-server A MCP Server Official Active

exa-labs/exa-mcp-server

A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.

★ 4.9k TypeScript Updated 3d ago Score 97 Search & Data Extraction

mckinsey/vizro-mcp A MCP Server Official Active

mckinsey/vizro/vizro-mcp

Tools and templates to create validated and maintainable data charts and dashboards.

★ 3.8k Python Updated today Score 96 Data Science Tools

metorial/metorial A MCP Server Official Active

metorial/metorial

Connect AI agents to 600+ integrations with a single interface - OAuth, scaling, and monitoring included

★ 3.3k TypeScript Updated today Score 95 Other Tools and Integrations

skyhook-io/radar A MCP Server Official Active

skyhook-io/radar

Built-in MCP server for [Radar](https://radarhq.io), a modern Kubernetes visibility tool. Lets AI agents query cluster topology, resources, events, logs, and Helm/GitOps state across multiple clusters. Single binary, no agents, no cloud dependency. Apache 2.0.

★ 2.9k Go Updated today Score 95 Developer Tools

stripe-agent-toolkit A MCP Server Official Active

stripe/ai

Official Stripe agent toolkit — MCP server and SDK tools for payments, customers and billing APIs.

★ 1.7k TypeScript Updated today Score 92 Finance & Fintech

Fetch A MCP Server Official Active

modelcontextprotocol/servers/src/fetch

Web content fetching and conversion for efficient LLM usage.

★ 89.5k TypeScript Updated 3d ago Score 90 Reference Servers

Filesystem A MCP Server Official Active

modelcontextprotocol/servers/src/filesystem

Secure file operations with configurable access controls.

★ 89.5k TypeScript Updated 3d ago Score 90 Reference Servers

Git A MCP Server Official Active

modelcontextprotocol/servers/src/git

Tools to read, search, and manipulate Git repositories.

★ 89.5k TypeScript Updated 3d ago Score 90 Reference Servers

Memory A MCP Server Official Active

modelcontextprotocol/servers/src/memory

Knowledge graph-based persistent memory system.

★ 89.5k TypeScript Updated 3d ago Score 90 Reference Servers

Sequential Thinking A MCP Server Official Active

modelcontextprotocol/servers/src/sequentialthinking

Dynamic and reflective problem-solving through thought sequences.

★ 89.5k TypeScript Updated 3d ago Score 90 Reference Servers

Time A MCP Server Official Active

modelcontextprotocol/servers/src/time

Time and timezone conversion capabilities.

★ 89.5k TypeScript Updated 3d ago Score 90 Reference Servers

upstash/context7 A MCP Server Active

upstash/context7

Up-to-date code documentation for LLMs and AI code editors.

★ 60.7k TypeScript Updated today Score 90 Knowledge & Memory

mindsdb/mindsdb A MCP Server Active

mindsdb/mindsdb

Connect and unify data across various platforms and databases with [MindsDB as a single MCP server](https://docs.mindsdb.com/mcp/overview).

★ 39.6k Makefile Updated today Score 90 Aggregators

DeusData/codebase-memory-mcp A MCP Server Active

DeusData/codebase-memory-mcp

Code-intelligence engine that indexes a repo into a persistent knowledge graph — functions, classes, call chains, HTTP routes, cross-service links. 159 languages via tree-sitter + Hybrid LSP, sub-ms structural queries, ~99% fewer tokens than grep. Single static binary, zero dependencies, 100% local. `npx codebase-memory-mcp`

★ 38.8k C Updated today Score 90 Developer Tools

agent-infra/mcp-server-browser A MCP Server Active

bytedance/UI-TARS-desktop/packages/agent-infra/mcp-servers/browser

Browser automation capabilities using Puppeteer, both support local and remote browser connection.

★ 38.6k TypeScript Updated 8d ago Score 90 Browser Automation

topoteretes/cognee A MCP Server Active

topoteretes/cognee/cognee-mcp

Memory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources

★ 30k Python Updated today Score 90 Knowledge & Memory

oraios/serena A MCP Server Active

oraios/serena

A fully-featured coding agent that relies on symbolic code operations by using language servers.

★ 28k Python Updated today Score 90 Coding Agents

vectorize-io/hindsight A MCP Server Active

vectorize-io/hindsight

Hindsight: Agent Memory That Works Like Human Memory - Built for AI Agents to manage Long Term Memory

★ 19.9k Python Updated today Score 90 Knowledge & Memory

googleapis/genai-toolbox A MCP Server Active

googleapis/genai-toolbox

Open source MCP server specializing in easy, fast, and secure tools for Databases.

★ 16.2k Go Updated today Score 90 Databases

GLips/Figma-Context-MCP A MCP Server Active

GLips/Figma-Context-MCP

Provide coding agents direct access to Figma data to help them one-shot design implementation.

★ 15.6k TypeScript Updated 6d ago Score 90 Developer Tools

skill-seekers/Skill_Seekers A MCP Server Active

yusufkaraaslan/Skill_Seekers

Transform 17 source types (docs, GitHub repos, PDFs, videos, Jupyter, Confluence, Notion, Slack/Discord) into AI-ready skills and RAG knowledge. 35 MCP tools for scraping, packaging, enhancing, and exporting to vector databases (Weaviate, Chroma, FAISS, Qdrant). Supports 16+ target platforms.

★ 14.8k Python Updated 4d ago Score 90 Knowledge & Memory

mickaelkerjean/filestash A MCP Server Active

mickael-kerjean/filestash/server/plugin/plg_handler_mcp

Remote Storage Access: SFTP, S3, FTP, SMB, NFS, WebDAV, GIT, FTPS, gcloud, azure blob, sharepoint, etc.

★ 14.5k Go Updated 17d ago Score 90 File Systems

elie222/inbox-zero A MCP Server Active

elie222/inbox-zero/apps/mcp-server

An MCP server for Inbox Zero. Adds functionality on top of Gmail like finding out which emails you need to reply to or need to follow up on.

★ 12k TypeScript Updated today Score 90 Communication

PipedreamHQ/pipedream A MCP Server Active

PipedreamHQ/pipedream/modelcontextprotocol

Connect with 2,500 APIs with 8,000+ prebuilt tools, and manage servers for your users, in your own app.

★ 11.6k JavaScript Updated today Score 90 Aggregators

mrexodia/ida-pro-mcp A MCP Server Active

mrexodia/ida-pro-mcp

MCP server for IDA Pro, allowing you to perform binary analysis with AI assistants. This plugin implement decompilation, disassembly and allows you to generate malware analysis reports automatically.

★ 11.3k Python Updated 4d ago Score 90 Security

wonderwhy-er/DesktopCommanderMCP A MCP Server Active

wonderwhy-er/DesktopCommanderMCP

A swiss-army-knife that can manage/execute programs and read/write/search/edit code and text files.

★ 9.3k TypeScript Updated 7d ago Score 90 Coding Agents

supabase-community/supabase-mcp A MCP Server Official Active

supabase-community/supabase-mcp

Official Supabase MCP server to connect AI assistants directly with your Supabase project and allows them to perform tasks like managing tables, fetching config, and querying data.

★ 2.9k TypeScript Updated today Score 90 Databases

safedep/vet A MCP Server Official Active

safedep/vet

vet-mcp checks open source packages—like those suggested by AI coding tools—for vulnerabilities and malicious code. It supports npm and PyPI, and runs locally via Docker or as a standalone binary for fast, automated vetting.

★ 1.1k Go Updated today Score 90 Security

mongodb-mcp-server A MCP Server Official Active

mongodb-js/mongodb-mcp-server

Official MongoDB MCP server — connect to MongoDB databases and MongoDB Atlas from AI agents.

★ 1.1k TypeScript Updated today Score 90 Databases

ArcadeData/arcadedb A MCP Server Official Active

ArcadeData/arcadedb

Built-in MCP server for ArcadeDB, a multi-model database (graph, document, key-value, time-series, vector) with SQL, Cypher, Gremlin, and MongoDB QL support.

★ 1.1k Java Updated today Score 90 Databases

DataEval/dingo A MCP Server Official Active

DataEval/dingo

MCP server for the Dingo: a comprehensive data quality evaluation tool. Server Enables interaction with Dingo's rule-based and LLM-based evaluation capabilities and rules&prompts listing.

★ 736 Python Updated yesterday Score 89 Data Science Tools

mobile-next/mobile-mcp A MCP Server Active

mobile-next/mobile-mcp

MCP Server for Android/iOS application and device automation, development and app scraping. Simulator/Emulator/Physical devices like iPhone, Google Pixel, Samsung supported.

★ 5.9k TypeScript Updated 4d ago Score 88 Developer Tools

repowise-dev/repowise A MCP Server Active

repowise-dev/repowise

Codebase intelligence for AI coding agents. Indexes a repo into a dependency graph, git history, defect-risk code health, auto-generated docs, and architectural decisions, served as 9 task-shaped MCP tools across 15 languages. Runs 100% local; hosted option available.

★ 5.7k Python Updated today Score 88 Developer Tools

sooperset/mcp-atlassian A MCP Server Active

sooperset/mcp-atlassian

MCP server for Atlassian products (Confluence and Jira). Supports Confluence Cloud, Jira Cloud, and Jira Server/Data Center. Provides comprehensive tools for searching, reading, creating, and managing content across Atlassian workspaces.

★ 5.7k Python Updated yesterday Score 88 Support & Service Management

mcp-server-elasticsearch A MCP Server Official Active

elastic/mcp-server-elasticsearch

Official Elasticsearch MCP server — query and explore Elasticsearch indices from AI agents.

★ 704 Rust Updated 2d ago Score 88 Search & Data Extraction

dbt-labs/dbt-mcp A MCP Server Official Active

dbt-labs/dbt-mcp

Official MCP server for [dbt (data build tool)](https://www.getdbt.com/product/what-is-dbt) providing integration with dbt Core/Cloud CLI, project metadata discovery, model information, and semantic layer querying capabilities.

★ 596 Python Updated 8d ago Score 88 Data Platforms

us/crw A MCP Server Official Active

us/crw

fastCRW — open-source (AGPL-3.0), self-hostable Rust web crawler & search API for AI agents. Tools: `scrape`, `crawl`, `map`, and SearXNG-backed `search`. Single ~6MB static binary; reproducible 1K-URL benchmarks faster than hosted alternatives. Hosted MCP at [fastcrw.com/mcp](https://fastcrw.com/mcp) (Streamable HTTP, OAuth) or self-host.

★ 569 Rust Updated today Score 88 Search & Data Extraction

bram2w/baserow A MCP Server Active

bram2w/baserow

Baserow database integration with table search, list, and row create, read, update, and delete capabilities.

★ 5.6k Python Updated today Score 87 Databases

notion-mcp-server A MCP Server Official Active

makenotion/notion-mcp-server

Official Notion MCP server — search, read and write Notion pages and databases from AI agents.

★ 4.6k TypeScript Updated 19d ago Score 87 Workplace & Productivity

KnockOutEZ/wigolo A MCP Server Active

KnockOutEZ/wigolo

Local-first, keyless web intelligence in one server: search, fetch, crawl, extract, cache, find-similar, and research. Multi-engine search with local ML reranking and a persistent SQLite cache, renders JS-heavy pages, and keeps everything on your machine. Install via `npx wigolo init --non-interactive --agents=`.

★ 4.5k TypeScript Updated today Score 87 Search & Data Extraction