# Devtool Arena - Claude Code MCP Leaderboard

See which MCP integrations work best with Claude Code. Rankings compare integration performance, discoverability, runtime, cost, and error recovery.

| Metric | Value |
|--------|-------|
| Companies | 80 |
| Completed evaluations | 80 |
| Categories | 26 |
| Average score | 38 |
| Average cost | $0.32 |
| Average runtime | 5m 8s |

## Rankings

| Rank | Company | Category | Score | Grade | Eval | Discovery | Cost | Runtime | Tool Calls | Errors |
|------|---------|----------|-------|-------|------|-----------|------|---------|------------|--------|
| 1 | [fastCRW](/leaderboard/claudecode/mcp/fastcrw) | Webscraping | 94 | A | 96 | 91 | $0.09 | 1m 50s | 3 | 0 |
| 2 | [Qdrant](/leaderboard/claudecode/mcp/qdrant) | Vector Databases | 90 | A | 92 | 88 | $0.08 | 1m 17s | 6 | 0 |
| 3 | [ElevenLabs](/leaderboard/claudecode/mcp/elevenlabs) | Voice TTS | 89 | B | 93 | 80 | $0.07 | 2m 47s | 5 | 0 |
| 4 | [Box](/leaderboard/claudecode/mcp/box) | Storage | 87 | B | 89 | 82 | $0.09 | 2m 59s | 8 | 0 |
| 5 | [Jina AI](/leaderboard/claudecode/mcp/jina-ai) | Search | 86 | B | 85 | 89 | $0.12 | 2m 3s | 6 | 0 |
| 6 | [Tavily](/leaderboard/claudecode/mcp/tavily) | Search | 86 | B | 85 | 88 | $0.16 | 2m 25s | 6 | 0 |
| 7 | [Descope](/leaderboard/claudecode/mcp/descope) | Auth | 84 | B | 85 | 81 | $0.16 | 2m 29s | 8 | 0 |
| 8 | [Pinecone](/leaderboard/claudecode/mcp/pinecone) | Vector Databases | 84 | B | 84 | 86 | $0.14 | 3m 5s | 10 | 0 |
| 9 | [Stripe](/leaderboard/claudecode/mcp/stripe) | Payment | 83 | B | 83 | 86 | $0.17 | 2m 17s | 12 | 0 |
| 10 | [Clerk](/leaderboard/claudecode/mcp/clerk) | Auth | 81 | B | 81 | 83 | $0.16 | 3m 22s | 11 | 0 |
| 11 | [Cartesia](/leaderboard/claudecode/mcp/cartesia) | Voice TTS | 80 | B | 84 | 72 | $0.12 | 3m 42s | 9 | 0 |
| 12 | [Render](/leaderboard/claudecode/mcp/render) | Cloud Hosting | 80 | B | 84 | 71 | $0.13 | 3m 32s | 8 | 0 |
| 13 | [You.com](/leaderboard/claudecode/mcp/you-com) | Search | 78 | B | 73 | 91 | $0.21 | 2m 4s | 6 | 2 |
| 14 | [Extend.ai](/leaderboard/claudecode/mcp/extend-ai) | Document Parsing | 76 | B | 71 | 89 | $0.20 | 3m 6s | 9 | 2 |
| 15 | [Agentmail](/leaderboard/claudecode/mcp/agentmail) | Email | 75 | B | 74 | 79 | $0.10 | 4m 25s | 7 | 3 |
| 16 | [Exa](/leaderboard/claudecode/mcp/exa) | Search | 75 | B | 69 | 91 | $0.29 | 3m 46s | 12 | 1 |
| 17 | [Firecrawl](/leaderboard/claudecode/mcp/firecrawl) | Search | 75 | B | 77 | 72 | $0.20 | 5m 8s | 5 | 1 |
| 18 | [MeetGeek](/leaderboard/claudecode/mcp/meetgeek) | Meeting Bot | 75 | B | 75 | 78 | $0.19 | 2m 36s | 9 | 2 |
| 19 | [Resend](/leaderboard/claudecode/mcp/resend) | Email | 74 | C | 77 | 70 | $0.09 | 7m 20s | 6 | 1 |
| 20 | [Reducto](/leaderboard/claudecode/mcp/reducto) | Document Parsing | 73 | C | 66 | 89 | $0.33 | 6m 38s | 16 | 7 |
| 21 | [Zilliz Cloud](/leaderboard/claudecode/mcp/zilliz-cloud) | Vector Databases | 73 | C | 70 | 82 | $0.16 | 8m 45s | 12 | 2 |
| 22 | [Nimble](/leaderboard/claudecode/mcp/nimbleway) | Search | 68 | C | 70 | 65 | $0.27 | 6m 5s | 8 | 2 |
| 23 | [TABStack](/leaderboard/claudecode/mcp/tabstack) | Search | 51 | D | 44 | 67 | $0.11 | 7m 24s | 8 | 0 |
| 24 | [E2B](/leaderboard/claudecode/mcp/e2b) | Sandboxes | 49 | D | 33 | 89 | $0.24 | 3m 31s | 13 | 1 |
| 25 | [Plivo](/leaderboard/claudecode/mcp/plivo) | Voice Telephony | 49 | D | 36 | 80 | $0.24 | 2m 32s | 14 | 1 |
| 26 | [Twilio](/leaderboard/claudecode/mcp/twilio) | Voice Telephony | 48 | D | 50 | 45 | $0.12 | 1m 26s | 8 | 0 |
| 27 | [Massive](/leaderboard/claudecode/mcp/massive) | Proxy | 47 | D | 32 | 82 | $0.22 | 4m 20s | 11 | 2 |
| 28 | [Daytona](/leaderboard/claudecode/mcp/daytona) | Sandboxes | 46 | D | 29 | 87 | $0.37 | 5m 29s | 27 | 6 |
| 29 | [Netlify](/leaderboard/claudecode/mcp/netlify) | Cloud Hosting | 46 | D | 34 | 73 | $0.18 | 4m 21s | 14 | 8 |
| 30 | [Paddle](/leaderboard/claudecode/mcp/paddle) | Payment | 46 | D | 35 | 72 | $0.48 | 10m 22s | 18 | 0 |
| 31 | [LiveKit](/leaderboard/claudecode/mcp/livekit) | Voice Infra | 44 | D | 33 | 71 | $0.22 | 5m 7s | 9 | 1 |
| 32 | [Prefect](/leaderboard/claudecode/mcp/prefect) | Durable Workflow | 44 | D | 25 | 89 | $0.90 | 8m 29s | 44 | 13 |
| 33 | [Telnyx](/leaderboard/claudecode/mcp/telnyx) | Voice Telephony | 44 | D | 37 | 61 | $0.14 | 3m 43s | 11 | 2 |
| 34 | [Resemble AI](/leaderboard/claudecode/mcp/resemble-ai) | Voice TTS | 43 | D | 33 | 68 | $0.31 | 2m 45s | 15 | 3 |
| 35 | Cerebras | Inference | 41 | D | 27 | 74 | $0.42 | 4m 31s | 24 | 7 |
| 36 | [BlindPay](/leaderboard/claudecode/mcp/blindpay) | Stablecoin | 38 | D | 31 | 56 | $0.40 | 6m 54s | 19 | 2 |
| 37 | [Meeting BaaS](/leaderboard/claudecode/mcp/meeting-baas) | Meeting Bot | 38 | D | 23 | 72 | $1.41 | 17m 23s | 61 | 11 |
| 38 | [Nylas](/leaderboard/claudecode/mcp/nylas) | Email | 36 | D | 33 | 45 | $0.14 | 5m 58s | 8 | 2 |
| 39 | [Scalekit](/leaderboard/claudecode/mcp/scalekit) | Auth | 35 | D | 35 | 38 | $0.08 | 2m 13s | 3 | 0 |
| 40 | [Naive](/leaderboard/claudecode/mcp/naive) | Unified API | 33 | D | 33 | 35 | $0.16 | 7m 41s | 9 | 1 |
| 41 | [Deepgram](/leaderboard/claudecode/mcp/deepgram) | Voice STT | 30 | D | 4 | 92 | $0.45 | 6m 54s | 26 | 14 |
| 42 | Anchor Browser | Browser | 25 | D | — | 86 | — | — | 0 | 0 |
| 43 | OpenCageData | Geocoding | 25 | D | — | 86 | — | — | 0 | 0 |
| 44 | [Scrapfly](/leaderboard/claudecode/mcp/scrapfly) | Webscraping | 25 | D | 21 | 35 | $0.09 | 5m 59s | 5 | 1 |
| 45 | Infobip | Voice Telephony | 21 | D | — | 71 | — | — | 0 | 0 |
| 46 | [Convex](/leaderboard/claudecode/mcp/convex) | Database | 20 | D | 2 | 64 | $1.00 | 12m 26s | 51 | 9 |
| 47 | PayPal | Payment | 18 | D | 4 | 53 | $0.99 | 13m 31s | 37 | 3 |
| 48 | Stytch | Auth | 17 | D | — | 57 | — | — | 0 | 0 |
| 49 | [Chroma](/leaderboard/claudecode/mcp/chroma) | Vector Databases | 16 | D | 4 | 45 | $0.57 | 8m 42s | 29 | 9 |
| 50 | [Cloudflare](/leaderboard/claudecode/mcp/cloudflare) | Cloud Hosting | 16 | D | 7 | 38 | $0.23 | 3m 51s | 18 | 3 |
| 51 | [Datadog](/leaderboard/claudecode/mcp/datadog) | Observability | 15 | D | 3 | 45 | $0.79 | 8m 4s | 48 | 3 |
| 52 | [Razorpay](/leaderboard/claudecode/mcp/razorpay) | Payment | 13 | D | 0 | 45 | $1.42 | 17m 36s | 55 | 18 |
| 53 | Square | Payment | 13 | D | 0 | 45 | $0.17 | 1m 9s | 7 | 0 |
| 54 | Weaviate | Vector Databases | 13 | D | 0 | 45 | $0.16 | 1m 38s | 8 | 1 |
| 55 | Adyen | Payment | 12 | D | — | 40 | — | — | 0 | 0 |
| 56 | Arcade | Agent MCP Gateway | 12 | D | — | 40 | — | — | 0 | 0 |
| 57 | Composio | Agent MCP Gateway | 12 | D | — | 40 | — | — | 0 | 0 |
| 58 | DigitalOcean | Cloud Hosting | 12 | D | — | 40 | — | — | 0 | 0 |
| 59 | Merge Agent Handler | Agent MCP Gateway | 12 | D | — | 40 | — | — | 0 | 0 |
| 60 | Perplexity | Inference | 12 | D | — | 40 | — | — | 0 | 0 |
| 61 | [Apollo](/leaderboard/claudecode/mcp/apollo) | Sales Intelligence | 11 | D | 0 | 38 | $0.45 | 3m 2s | 21 | 1 |
| 62 | [Groq](/leaderboard/claudecode/mcp/groq) | Inference | 11 | D | 1 | 35 | $0.72 | 12m 40s | 37 | 12 |
| 63 | Auth0 | Auth | 10 | D | 0 | 34 | $1.07 | 10m 32s | 60 | 13 |
| 64 | Coinbase Payments | Stablecoin | 10 | D | 0 | 35 | $0.22 | 2m 5s | 12 | 0 |
| 65 | Fireblocks | Stablecoin | 10 | D | 0 | 35 | $0.16 | 1m 54s | 9 | 2 |
| 66 | Sinch | Voice Telephony | 10 | D | 0 | 35 | $0.00 | 9s | 0 | 0 |
| 67 | Vonage | Voice Telephony | 10 | D | 0 | 35 | $0.00 | 12s | 0 | 0 |
| 68 | Airwallex | Payment | 9 | D | — | 30 | — | — | 0 | 0 |
| 69 | Bandwidth | Voice Telephony | 9 | D | — | 30 | — | — | 0 | 0 |
| 70 | Brave Search | Search | 9 | D | — | 30 | — | — | 0 | 0 |
| 71 | [LanceDB](/leaderboard/claudecode/mcp/lancedb) | Vector Databases | 9 | D | 0 | 30 | $0.32 | 4m 7s | 15 | 3 |
| 72 | Netflix Conductor | Durable Workflow | 9 | D | — | 30 | — | — | 0 | 0 |
| 73 | Recall.ai | Meeting Bot | 9 | D | 0 | 30 | $0.46 | 2m 18s | 22 | 3 |
| 74 | Cloudflare Workers | Sandboxes | 8 | D | — | 27 | — | — | 0 | 0 |
| 75 | Vercel | Sandboxes | 8 | D | — | 27 | — | — | 0 | 0 |
| 76 | TogetherAI | Inference | 7 | D | — | 25 | — | — | 0 | 0 |
| 77 | Railway | Cloud Hosting | 5 | D | — | 17 | — | — | 0 | 0 |
| 78 | Fireworks AI | Inference | 4 | D | — | 15 | — | — | 0 | 0 |
| 79 | Pipecat | Voice Infra | 4 | D | — | 15 | — | — | 0 | 0 |
| 80 | WorkOS | Auth | 3 | D | — | 10 | — | — | 0 | 0 |

## Categories

| Category | Companies |
|----------|-----------|
| Search | 8 |
| Payment | 7 |
| Voice Telephony | 7 |
| Auth | 6 |
| Vector Databases | 6 |
| Cloud Hosting | 5 |
| Inference | 5 |
| Sandboxes | 4 |
| Agent MCP Gateway | 3 |
| Email | 3 |
| Meeting Bot | 3 |
| Stablecoin | 3 |
| Voice TTS | 3 |
| Document Parsing | 2 |
| Durable Workflow | 2 |
| Voice Infra | 2 |
| Webscraping | 2 |
| Browser | 1 |
| Database | 1 |
| Geocoding | 1 |
| Observability | 1 |
| Proxy | 1 |
| Sales Intelligence | 1 |
| Storage | 1 |
| Unified API | 1 |
| Voice STT | 1 |

## Related Pages

- [Compare companies](/leaderboard/claudecode/mcp/compare)
- [Claude Code API leaderboard](/leaderboard/claudecode/api)
- [Codex API leaderboard](/leaderboard/codex/api)
- [Agent Landscape](/leaderboard/discoverability)

Canonical URL: https://devtoolarena.com/claudecode/mcp