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

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147 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

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

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

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

hashicorp/terraform-mcp-server A MCP Server Official Active

hashicorp/terraform-mcp-server

The official Terraform MCP Server seamlessly integrates with the Terraform ecosystem, enabling provider discovery, module analysis, and direct Registry API integration for advanced Infrastructure as Code workflows.

★ 1.5k Go Updated today Score 87 Cloud Platforms

gitkraken/gk-cli A MCP Server Official Active

gitkraken/gk-cli

A CLI for interacting with GitKraken APIs. Includes an MCP server via `gk mcp` that not only wraps GitKraken APIs, but also Jira, GitHub, GitLab, and more. Works with local tools and remote services.

★ 444 Go Updated 9d ago Score 86 Developer Tools

grafana/mcp-grafana A MCP Server Official Active

grafana/mcp-grafana

Search dashboards, investigate incidents and query datasources in your Grafana instance

★ 3.4k Go Updated today Score 85 Monitoring

Comet-ML/Opik-MCP A MCP Server Official Active

comet-ml/opik-mcp

Use natural language to explore LLM observability, traces, and monitoring data captured by Opik.

★ 217 Python Updated today Score 83 Developer Tools

VictoriaMetrics-Community/mcp-victoriametrics A MCP Server Official Active

VictoriaMetrics-Community/mcp-victoriametrics

Provides comprehensive integration with your [VictoriaMetrics instance APIs](https://docs.victoriametrics.com/victoriametrics/url-examples/) and [documentation](https://docs.victoriametrics.com/) for monitoring, observability, and debugging tasks related to your VictoriaMetrics instances

★ 212 Go Updated 25d ago Score 83 Monitoring

glifxyz/glif-mcp-server A MCP Server Official Active

glifxyz/glif-mcp-server

Glif's official hosted media-generation agent: generate images, video, and audio, transcribe, and chain multi-step media workflows from natural language. Remote server at https://glif.app/api/mcp (OAuth).

★ 201 Updated 14d ago Score 83 Multimedia Process

tinyfish-io/agentql-mcp A MCP Server Official Active

tinyfish-io/agentql-mcp

MCP server that provides [AgentQL](https://agentql.com)'s data extraction capabilities.

★ 177 JavaScript Updated 4d ago Score 83 Search & Data Extraction

dynatrace-oss/dynatrace-mcp A MCP Server Official Active

dynatrace-oss/dynatrace-mcp

Leverage AI-driven observability, security, and automation to analyze anomalies, logs, traces, events, metrics.

★ 134 TypeScript Updated 20d ago Score 81 Monitoring

timescale/rsigma A MCP Server Official Active

timescale/rsigma

Exposes the RSigma Sigma detection-engineering toolkit to AI agents over stdio or Streamable HTTP with `rsigma mcp serve`. Tools to author, lint, validate, and convert Sigma detection rules, evaluate and explain detections against log events, and inspect correlation state, all backed by a native Rust engine.

★ 133 Rust Updated today Score 81 Security

VictoriaMetrics-Community/mcp-victorialogs A MCP Server Official Active

VictoriaMetrics-Community/mcp-victorialogs

Provides comprehensive integration with your [VictoriaLogs instance APIs](https://docs.victoriametrics.com/victorialogs/querying/#http-api) and [documentation](https://docs.victoriametrics.com/victorialogs/) for working with logs, investigating and debugging tasks related to your VictoriaLogs instances.

★ 94 Go Updated 29d ago Score 80 Databases

get-tmonier/argot B MCP Server Official Active

get-tmonier/argot

Guardrail that checks agent-written code against a repo's own git-history-learned patterns — flags foreign dependencies, reinvented functions, misplaced code, broken layering, and gamed tests. Exposes `voice_context` (the repo's familiar imports/idioms for a file, so agents write in-voice before generating), `check` (score a generated hunk against the repo's patterns), and `explain`. 100% local, n

★ 85 Rust Updated today Score 79 Developer Tools

optuna/optuna-mcp B MCP Server Official Active

optuna/optuna-mcp

Official MCP server enabling seamless orchestration of hyperparameter search and other optimization tasks with [Optuna](https://optuna.org/).

★ 84 Python Updated 8d ago Score 79 Data Science Tools

mobb-dev/mobb-vibe-shield-mcp B MCP Server Official Active

mobb-dev/bugsy

[Mobb Vibe Shield](https://vibe.mobb.ai/) identifies and remediates vulnerabilities in both human and AI-written code, ensuring your applications remain secure without slowing development.

★ 68 TypeScript Updated today Score 78 Security

cometchat/docs-mcp B MCP Server Official Active

cometchat/docs-mcp

CometChat's official MCP server — searches CometChat documentation and returns curated implementation bundles for adding real-time chat, voice, video, and moderation to your app (React, React Native, Flutter, iOS, Android, JS SDK).

★ 52 TypeScript Updated 24d ago Score 77 Communication

coinpaprika/dexpaprika-mcp B MCP Server Official Active

coinpaprika/dexpaprika-mcp

Coinpaprika's DexPaprika MCP server exposes high-performance [DexPaprika API](https://docs.dexpaprika.com) covering 20+ chains and 5M+ tokens with real time pricing, liquidity pool data & historical OHLCV data, providing AI agents standardized access to comprehensive market data through Model Context Protocol.

★ 42 JavaScript Updated today Score 76 Finance & Fintech

CodeLogicIncEngineering/codelogic-mcp-server B MCP Server Official Active

CodeLogicIncEngineering/codelogic-mcp-server

Official MCP server for CodeLogic, providing access to code dependency analytics, architectural risk analysis, and impact assessment tools.

★ 38 Python Updated yesterday Score 76 Developer Tools

s2-streamstore/s2-sdk-typescript B MCP Server Official Active

s2-streamstore/s2-sdk-typescript

Official MCP server for the S2.dev serverless stream platform.

★ 35 TypeScript Updated 2d ago Score 76 Databases

Couchbase-Ecosystem/mcp-server-couchbase B MCP Server Official Active

Couchbase-Ecosystem/mcp-server-couchbase

Couchbase MCP server provides unfied access to both Capella cloud and self-managed clusters for document operations, SQL++ queries and natural language data analysis.

★ 34 Python Updated today Score 75 Databases

heroku-mcp-server B MCP Server Official Active

heroku/heroku-mcp-server

Official Heroku Platform MCP server — manage apps, add-ons and deployments via the Heroku CLI.

★ 81 TypeScript Updated 2d ago Score 74 Cloud Platforms