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MCP Servers
Model Context Protocol servers that extend AI agent capabilities
120tools ranked
MCP Servers Rankings
Ranked by overall ToolRoute Score across all benchmark dimensions
| Rank | Tool Name | ToolRoute Score | Output | Reliability | Efficiency | Cost | Trust | Stars |
|---|---|---|---|---|---|---|---|---|
| 🥇 | OpenAI MCPOfficial | 88.0 | 90.0 | 86.0 | 82.0 | 45.0 | 92.0 | 8,500 |
| 🥈 | Anthropic MCPOfficial | 87.0 | 90.0 | 88.0 | 80.0 | 50.0 | 93.0 | 6,200 |
| 🥉 | Snowflake MCPOfficial | 86.0 | 84.0 | 90.0 | 78.0 | 50.0 | 93.0 | 1,800 |
| #4 | Pinecone MCPOfficial | 85.0 | 84.0 | 88.0 | 80.0 | 60.0 | 90.0 | 2,100 |
| #5 | BigQuery MCPOfficial | 85.0 | 84.0 | 88.0 | 80.0 | 55.0 | 92.0 | 2,400 |
| #6 | AWS Lambda MCPOfficial | 84.0 | 82.0 | 88.0 | 80.0 | 65.0 | 92.0 | 2,900 |
| #7 | Elasticsearch MCP | 84.0 | 82.0 | 86.0 | 82.0 | 85.0 | 90.0 | 2,600 |
| #8 | Datadog MCPOfficial | 84.0 | 82.0 | 88.0 | 75.0 | 55.0 | 92.0 | 1,500 |
| #9 | Google Cloud MCPOfficial | 83.0 | 82.0 | 86.0 | 80.0 | 60.0 | 90.0 | 2,200 |
| #10 | Twilio MCPOfficial | 83.0 | 82.0 | 86.0 | 78.0 | 55.0 | 90.0 | 1,800 |
| #11 | dbt MCP | 83.0 | 82.0 | 85.0 | 80.0 | 88.0 | 88.0 | 3,100 |
| #12 | Azure MCPOfficial | 82.0 | 80.0 | 85.0 | 78.0 | 60.0 | 90.0 | 2,100 |
| #13 | Epic FHIR MCPOfficial | 82.0 | 80.0 | 88.0 | 72.0 | 55.0 | 94.0 | 450 |
| #14 | Weaviate MCP | 82.0 | 80.0 | 84.0 | 82.0 | 88.0 | 86.0 | 1,700 |
| #15 | Vercel MCP | 82.0 | 80.0 | 85.0 | 78.0 | 82.0 | 88.0 | 3,200 |
| #16 | SendGrid MCPOfficial | 81.0 | 80.0 | 84.0 | 80.0 | 65.0 | 88.0 | 1,400 |
| #17 | Postman MCPOfficial | 81.0 | 82.0 | 83.0 | 76.0 | 65.0 | 87.0 | 1,900 |
| #18 | Zapier MCPOfficial | 80.0 | 78.0 | 82.0 | 76.0 | 50.0 | 84.0 | 1,600 |
| #19 | Square MCPOfficial | 80.0 | 78.0 | 85.0 | 78.0 | 70.0 | 90.0 | 1,100 |
| #20 | Grafana MCP | 80.0 | 78.0 | 84.0 | 80.0 | 90.0 | 88.0 | 2,200 |
| #21 | n8n MCP | 79.0 | 78.0 | 82.0 | 80.0 | 90.0 | 84.0 | 2,400 |
| #22 | Xero MCPOfficial | 79.0 | 76.0 | 84.0 | 76.0 | 65.0 | 88.0 | 700 |
| #23 | Outreach MCPOfficial | 79.0 | 78.0 | 82.0 | 74.0 | 55.0 | 86.0 | 750 |
| #24 | HIPAA Audit MCP | 78.0 | 76.0 | 84.0 | 74.0 | 85.0 | 92.0 | 350 |
| #25 | ZoomInfo MCPOfficial | 78.0 | 78.0 | 80.0 | 72.0 | 45.0 | 85.0 | 600 |
| #26 | Stability AI MCPOfficial | 78.0 | 82.0 | 76.0 | 72.0 | 55.0 | 82.0 | 2,800 |
| #27 | Tableau MCPOfficial | 78.0 | 78.0 | 80.0 | 72.0 | 55.0 | 85.0 | 950 |
| #28 | Make MCPOfficial | 77.0 | 76.0 | 80.0 | 78.0 | 60.0 | 82.0 | 900 |
| #29 | Pipedrive MCPOfficial | 77.0 | 76.0 | 80.0 | 74.0 | 65.0 | 84.0 | 650 |
| #30 | Microsoft Teams MCPOfficial | 77.0 | 75.0 | 80.0 | 74.0 | 65.0 | 88.0 | 1,200 |
| #31 | CircleCI MCPOfficial | 77.0 | 76.0 | 80.0 | 78.0 | 65.0 | 85.0 | 1,100 |
| #32 | Google Classroom MCPOfficial | 76.0 | 74.0 | 80.0 | 78.0 | 85.0 | 86.0 | 800 |
| #33 | Brex MCPOfficial | 76.0 | 74.0 | 82.0 | 72.0 | 60.0 | 88.0 | 500 |
| #34 | Zoom MCPOfficial | 76.0 | 74.0 | 79.0 | 72.0 | 60.0 | 86.0 | 900 |
| #35 | Metabase MCP | 76.0 | 76.0 | 78.0 | 78.0 | 92.0 | 82.0 | 1,400 |
| #36 | Bitbucket MCPOfficial | 76.0 | 74.0 | 78.0 | 76.0 | 70.0 | 85.0 | 1,300 |
| #37 | VS Code MCP | 76.0 | 74.0 | 78.0 | 82.0 | 95.0 | 90.0 | 2,800 |
| #38 | Freshsales MCPOfficial | 75.0 | 74.0 | 78.0 | 74.0 | 60.0 | 82.0 | 500 |
| #39 | Canva MCPOfficial | 75.0 | 78.0 | 76.0 | 70.0 | 60.0 | 82.0 | 700 |
| #40 | Discord MCP | 75.0 | 73.0 | 78.0 | 80.0 | 95.0 | 80.0 | 3,500 |
| #41 | Canvas LMS MCPOfficial | 74.0 | 72.0 | 78.0 | 76.0 | 80.0 | 82.0 | 550 |
| #42 | YouTube MCPOfficial | 74.0 | 73.0 | 76.0 | 76.0 | 70.0 | 80.0 | 1,100 |
| #43 | Calendly MCPOfficial | 74.0 | 72.0 | 78.0 | 76.0 | 70.0 | 82.0 | 600 |
| #44 | Jenkins MCP | 74.0 | 72.0 | 76.0 | 74.0 | 92.0 | 80.0 | 900 |
| #45 | Zillow MCPOfficial | 73.0 | 72.0 | 76.0 | 74.0 | 70.0 | 78.0 | 300 |
| #46 | Todoist MCPOfficial | 72.0 | 70.0 | 76.0 | 78.0 | 85.0 | 80.0 | 800 |
| #47 | MLS Data MCPOfficial | 71.0 | 70.0 | 74.0 | 72.0 | 65.0 | 76.0 | 250 |
| #48 | Medium MCPOfficial | 70.0 | 70.0 | 72.0 | 74.0 | 90.0 | 75.0 | 400 |
| #49 | Context7Official | 9.5 | 9.5 | 9.0 | 8.5 | 8.0 | 8.5 | 49,100 |
| #50 | Playwright MCPOfficial | 9.3 | 9.3 | 9.2 | 8.8 | 8.5 | 9.0 | 29,000 |
| #51 | GitHub MCP ServerOfficial | 9.2 | 9.2 | 8.8 | 8.5 | 8.0 | 9.5 | 27,900 |
| #52 | Brave Search MCPOfficial | 9.1 | 9.0 | 9.0 | 9.0 | 9.5 | 9.0 | 8,200 |
| #53 | AWS MCPOfficial | 9.0 | 9.0 | 9.0 | 8.5 | 7.8 | 9.5 | 8,500 |
| #54 | GenAI ToolboxOfficial | 9.0 | 9.2 | 9.0 | 8.5 | 8.0 | 9.5 | 13,400 |
| #55 | Stripe MCP ServerOfficial | 9.0 | 9.0 | 9.2 | 8.5 | 7.5 | 9.5 | 5,200 |
| #56 | Firecrawl MCPOfficial | 8.9 | 9.0 | 8.5 | 8.0 | 7.5 | 8.0 | 5,800 |
| #57 | Figma Context MCP | 8.9 | 9.0 | 8.5 | 8.5 | 8.0 | 8.0 | 13,700 |
| #58 | GitLab MCPOfficial | 8.8 | 8.8 | 8.8 | 8.5 | 8.5 | 9.0 | 7,500 |
| #59 | Puppeteer MCPOfficial | 8.8 | 8.8 | 8.5 | 8.5 | 9.0 | 9.0 | 7,800 |
| #60 | Neon MCPOfficial | 8.8 | 8.8 | 8.8 | 9.0 | 8.5 | 8.5 | 3,100 |
| #61 | Cloudflare MCPOfficial | 8.8 | 8.8 | 9.0 | 8.5 | 8.0 | 9.0 | 4,200 |
| #62 | Exa MCP ServerOfficial | 8.7 | 8.5 | 8.8 | 9.0 | 8.8 | 8.0 | 4,000 |
| #63 | Notion MCP ServerOfficial | 8.6 | 8.5 | 8.8 | 8.0 | 8.5 | 9.0 | 4,000 |
| #64 | Tavily MCPOfficial | 8.6 | 8.8 | 8.7 | 8.5 | 8.0 | 8.5 | 3,200 |
| #65 | Slack MCP Server | 8.6 | 8.5 | 8.8 | 9.0 | 9.0 | 8.5 | 3,600 |
| #66 | Atlassian MCP | 8.5 | 8.5 | 8.5 | 8.0 | 8.0 | 8.5 | 4,600 |
| #67 | Supabase MCP | 8.5 | 8.5 | 8.5 | 8.5 | 8.5 | 8.0 | 2,600 |
| #68 | Terraform MCPOfficial | 8.5 | 8.8 | 8.8 | 8.0 | 7.5 | 9.0 | 3,800 |
| #69 | Perplexity MCP ServerOfficial | 8.5 | 9.0 | 8.2 | 8.0 | 7.0 | 8.5 | 2,500 |
| #70 | Sentry MCPOfficial | 8.4 | 8.5 | 8.5 | 8.0 | 8.0 | 8.5 | 2,800 |
| #71 | Browserbase MCPOfficial | 8.4 | 8.5 | 8.8 | 8.2 | 7.5 | 8.5 | 3,500 |
| #72 | Obsidian MCP | 8.4 | 8.2 | 8.0 | 8.5 | 9.5 | 7.5 | 2,200 |
| #73 | Shopify MCP Server | 8.4 | 8.8 | 8.5 | 8.0 | 7.5 | 8.5 | 2,400 |
| #74 | Mem0 MCPOfficial | 8.3 | 8.5 | 8.2 | 8.0 | 8.0 | 8.0 | 3,500 |
| #75 | Sanity MCPOfficial | 8.2 | 8.5 | 8.2 | 8.0 | 8.0 | 8.0 | 1,800 |
| #76 | Snyk MCP Server | 8.2 | 8.5 | 8.5 | 8.0 | 7.5 | 8.5 | 890 |
| #77 | Google Calendar MCP | 8.2 | 8.0 | 8.5 | 8.5 | 9.0 | 8.5 | 1,800 |
| #78 | ClickHouse MCPOfficial | 8.1 | 8.2 | 8.0 | 8.5 | 7.5 | 8.0 | 1,500 |
| #79 | Gmail MCP Server | 8.1 | 8.0 | 8.2 | 8.5 | 9.0 | 8.5 | 1,400 |
| #80 | Stagehand MCPOfficial | 8.0 | 8.2 | 7.8 | 7.8 | 8.0 | 8.0 | 2,400 |
| #81 | DuckDB MCP | 8.0 | 7.5 | 7.5 | 8.5 | 9.5 | 7.0 | 900 |
| #82 | Plaid MCP Server | 7.8 | 8.2 | 8.0 | 8.0 | 7.0 | 8.0 | 620 |
| #83 | SonarQube MCP Server | 7.8 | 8.2 | 8.2 | 7.5 | 8.0 | 8.0 | 720 |
| #84 | Trivy MCP Server | 7.8 | 8.0 | 8.0 | 8.5 | 9.5 | 8.0 | 560 |
| #85 | Perplexity Ask MCP | 7.7 | 8.0 | 7.5 | 7.8 | 7.5 | 7.0 | 1,800 |
| #86 | Linear MCP | 7.7 | 7.5 | 7.8 | 8.0 | 8.5 | 7.0 | 1,200 |
| #87 | WordPress MCP | 7.7 | 7.8 | 7.5 | 7.5 | 8.5 | 7.0 | 1,200 |
| #88 | WooCommerce MCP Server | 7.6 | 8.0 | 7.5 | 8.0 | 9.0 | 7.0 | 580 |
| #89 | HubSpot MCP | 7.5 | 7.8 | 7.5 | 7.5 | 7.0 | 7.5 | 1,400 |
| #90 | Zendesk MCP | 7.5 | 7.5 | 7.8 | 7.5 | 7.0 | 7.5 | 1,100 |
| #91 | TailwindCSS MCP | 7.5 | 7.0 | 7.0 | 8.0 | 9.0 | 6.5 | 750 |
| #92 | Kubernetes MCP | 7.5 | 7.5 | 7.5 | 7.5 | 8.0 | 7.0 | 1,300 |
| #93 | Docker MCP | 7.5 | 7.2 | 7.5 | 7.8 | 8.5 | 7.0 | 1,100 |
| #94 | Mailchimp MCP Server | 7.5 | 8.0 | 7.8 | 8.0 | 8.0 | 7.5 | 440 |
| #95 | Salesforce MCP | 7.4 | 7.8 | 7.5 | 7.0 | 7.0 | 7.5 | 1,100 |
| #96 | Markdown MCP | 7.3 | 6.5 | 7.0 | 8.0 | 9.5 | 6.0 | 400 |
| #97 | PagerDuty MCP | 7.3 | 7.2 | 7.5 | 7.5 | 7.5 | 7.0 | 750 |
| #98 | Google Ads MCP | 7.3 | 8.2 | 7.5 | 7.0 | 6.0 | 7.5 | 560 |
| #99 | DocuSign MCP Server | 7.3 | 7.8 | 7.5 | 7.5 | 7.0 | 7.5 | 350 |
| #100 | Ghost MCP | 7.2 | 7.0 | 6.8 | 7.5 | 8.5 | 6.5 | 550 |
| #101 | Vercel v0 MCP | 7.2 | 7.5 | 7.0 | 7.0 | 7.5 | 6.5 | 900 |
| #102 | SEMrush MCP Server | 7.2 | 8.5 | 7.2 | 7.0 | 6.5 | 7.0 | 320 |
| #103 | Selenium MCP | 7.1 | 7.2 | 7.0 | 7.0 | 8.0 | 6.5 | 800 |
| #104 | Contentful MCP | 7.1 | 7.2 | 7.0 | 7.0 | 7.5 | 7.0 | 700 |
| #105 | Confluence MCP | 7.1 | 7.2 | 7.0 | 7.0 | 7.5 | 7.0 | 800 |
| #106 | Storybook MCP | 7.1 | 7.0 | 6.8 | 7.5 | 8.0 | 6.5 | 600 |
| #107 | Greenhouse MCP Server | 7.1 | 7.8 | 7.2 | 7.5 | 7.5 | 7.0 | 310 |
| #108 | Amazon Seller MCP | 7.1 | 8.0 | 7.2 | 7.0 | 6.5 | 7.0 | 420 |
| #109 | ReadMe MCP | 7.0 | 6.8 | 6.5 | 7.0 | 8.0 | 6.0 | 400 |
| #110 | Court Listener MCP | 7.0 | 8.0 | 7.0 | 7.5 | 9.5 | 7.0 | 240 |
| #111 | Lever MCP Server | 7.0 | 7.5 | 7.0 | 7.5 | 8.0 | 7.0 | 260 |
| #112 | Apollo MCP | 6.9 | 7.0 | 6.8 | 7.0 | 7.0 | 6.5 | 600 |
| #113 | Intercom MCP | 6.9 | 7.0 | 7.0 | 7.0 | 7.0 | 6.5 | 650 |
| #114 | Freshdesk MCP | 6.9 | 6.8 | 6.8 | 7.0 | 7.5 | 6.5 | 500 |
| #115 | Framer MCP | 6.8 | 7.0 | 6.5 | 7.0 | 7.5 | 6.0 | 500 |
| #116 | QuickBooks MCP Server | 6.8 | 7.5 | 7.0 | 7.5 | 7.5 | 7.0 | 280 |
| #117 | BambooHR MCP Server | 6.8 | 7.5 | 7.0 | 7.5 | 8.0 | 7.0 | 190 |
| #118 | Clearbit MCP | 6.7 | 7.0 | 6.5 | 7.0 | 6.5 | 6.5 | 450 |
| #119 | Clay MCP | 6.7 | 7.0 | 6.5 | 7.0 | 6.5 | 6.0 | 350 |
| #120 | LegalForce MCP Server | 6.5 | 7.5 | 6.8 | 7.0 | 7.5 | 6.5 | 180 |
Score Guide
9.0+ Exceptional
8.0+ Excellent
7.0+ Good
6.0+ Fair
<6.0 Below Average
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