MCP Servers

300 servers ranked by real execution data. Every score is outcome-backed on a 0-10 scale across 5 dimensions.

30servers
17categories
5score dimensions

Cloudflare MCP

Official MCP ServerTop Rated

Cloudflare Workers, DNS, R2, KV, and D1 management from any agent environment.

9.2
Output9.5
Reliability9.4
Trust9.7
Based on 150 benchmark runs
3.5k
9d ago

GitLab MCP

Official MCP ServerActiveTop RatedPopular

GitLab API access — manage repos, merge requests, pipelines, and issues.

9.2
Output9.4
Reliability9.4
Trust9.6
Based on 150 benchmark runs
81.4k
1d ago

Neon MCP

Official MCP ServerActiveTop Rated

Serverless Postgres management — create databases, run queries, branch, and scale.

9.1
Output9.2
Reliability9.3
Trust9.2
Based on 149 benchmark runs
564
1d ago

Sentry MCP

Official MCP ServerActiveTop Rated

Error tracking and performance monitoring — query issues, stack traces, and alerts.

9.1
Output9.3
Reliability9.4
Trust8.9
Based on 148 benchmark runs
601
Updated today

Linear MCP

CommunityTop Rated

Linear issue tracking and project management for engineering teams.

9.0
Output9.2
Reliability9.4
Trust8.8
Based on 148 benchmark runs
347
321d ago

Figma Context MCP

CommunityActiveBest OutputPopular

Gives coding agents access to Figma files and layout data for accurate code generation.

8.9
Output9.0
Reliability9.1
Trust8.8
Based on 147 benchmark runs
13.8k
Updated today

Kubernetes MCP

Community

K8s cluster management — pods, deployments, services, and kubectl operations.

8.8
Output8.8
Reliability8.9
Trust9.5
Based on 145 benchmark runs
1.3k
10d ago

Context7

Official MCP ServerActivePopular

Pulls current, version-specific docs and examples directly into coding agents — fixes stale documentation.

8.6
Output8.3
Reliability8.8
Trust9.7
Based on 143 benchmark runs
49.7k
Updated today

Puppeteer MCP

Official MCP ServerActivePopular

Puppeteer-based browser automation — screenshots, navigation, form filling, and JS execution.

8.6
Output8.9
Reliability8.8
Trust9.4
Based on 143 benchmark runs
81.4k
1d ago

GitHub MCP Server

Official MCP ServerActiveMost ReliablePopular

Read repos, manage PRs and issues, analyze workflows, and automate GitHub operations.

8.6
Output8.3
Reliability9.0
Trust8.8
Based on 142 benchmark runs
28.0k
Updated today

Docker MCP

CommunityMost Reliable

Docker container management — build, run, inspect, and manage images and networks.

8.5
Output7.3
Reliability9.4
Trust10.0
Based on 142 benchmark runs
1.1k
12d ago

GenAI Toolbox

Official MCP ServerActivePopular

Database-focused MCP supporting BigQuery, Neo4j, Postgres, and Spanner — Google-scale data access.

8.5
Output8.3
Reliability8.4
Trust9.7
Based on 141 benchmark runs
13.5k
Updated today

dbt MCP

CommunityActive

Run dbt models, test data quality, and manage transformations

8.4
Output8.2
Reliability8.5
Trust9.4
Based on 141 benchmark runs
513
Updated today

Browserbase MCP

Official MCP Server

Cloud browser infrastructure for headless automation, stealth browsing, and session replay.

8.3
Output8.8
Reliability8.7
Trust9.1
Based on 140 benchmark runs
3.2k
19d ago

Mem0 MCP

Official MCP Server

AI memory and personalization layer — store, retrieve, and search agent memories.

8.2
Output8.5
Reliability8.2
Trust7.7
Based on 138 benchmark runs
637
101d ago

AWS Lambda MCP

Official MCP ServerActive

Deploy, invoke, and manage AWS Lambda functions

8.2
Output8.2
Reliability8.8
Trust9.2
Based on 138 benchmark runs
2.9k
3d ago

ClickHouse MCP

Official MCP ServerActive

Analytics database queries — fast OLAP over billions of rows with SQL.

8.1
Output8.2
Reliability8.0
Trust8.7
Based on 137 benchmark runs
724
2d ago

Google Cloud MCP

Official MCP ServerActive

Manage GCP resources, deploy services, and query BigQuery

8.0
Output8.2
Reliability8.6
Trust9.0
Based on 136 benchmark runs
2.2k
5d ago

Playwright MCP

Official MCP ServerActivePopular

Browser automation through structured accessibility snapshots for LLMs — navigate, click, fill, and extract.

8.0
Output8.4
Reliability8.8
Trust9.3
Based on 136 benchmark runs
29.2k
2d ago

n8n MCP

CommunityActiveMost Reliable

Execute workflows, manage nodes, and automate with n8n

8.0
Output6.6
Reliability9.4
Trust10.0
Based on 136 benchmark runs
2.4k
4d ago

Postman MCP

Official MCP Server

Run Postman collections, test APIs, and manage environments

7.9
Output8.2
Reliability8.3
Trust8.7
Based on 135 benchmark runs
1.9k
10d ago

Azure MCP

Official MCP ServerActive

Manage Azure resources, deploy apps, and monitor services

7.9
Output8.0
Reliability8.5
Trust9.0
Based on 134 benchmark runs
2.1k
6d ago

DuckDB MCP

CommunityBest Budget

In-process analytical database — query CSV, Parquet, and JSON with zero setup.

7.9
Output7.5
Reliability7.5
Trust7.0
Based on 134 benchmark runs
900
14d ago

AWS MCP

Official MCP ServerActivePopular

AWS best-practice-aware MCP servers for cloud infrastructure and development workflows.

7.7
Output7.3
Reliability7.3
Trust8.8
Based on 132 benchmark runs
8.5k
Updated today

Jenkins MCP

CommunityBest Budget

Trigger builds, view job status, and manage Jenkins pipelines

7.7
Output7.2
Reliability7.6
Trust8.0
Based on 132 benchmark runs
900
15d ago

CircleCI MCP

Official MCP Server

Trigger pipelines, view build status, and manage CircleCI config

7.7
Output7.6
Reliability8.0
Trust8.5
Based on 131 benchmark runs
1.1k
8d ago

Bitbucket MCP

Official MCP Server

Manage repos, pull requests, and pipelines on Bitbucket

7.6
Output7.4
Reliability7.8
Trust8.5
Based on 130 benchmark runs
1.3k
9d ago

Selenium MCP

Community

Selenium WebDriver MCP server — cross-browser testing automation and web scraping.

7.2
Output7.2
Reliability7.0
Trust6.5
Based on 126 benchmark runs
800
15d ago

ReadMe MCP

Community

ReadMe.com API documentation platform — manage docs, changelogs, and API references.

6.9
Output6.8
Reliability6.5
Trust6.0
Based on 122 benchmark runs
400
20d ago

Framer MCP

Community

Framer design tool integration — read layouts, export assets, and generate motion code.

6.8
Output7.0
Reliability6.5
Trust6.0
Based on 122 benchmark runs
500
20d ago