# 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 | 69 |
| Completed evaluations | 69 |
| Categories | 21 |
| Average score | 36 |
| Average cost | $0.46 |
| Average runtime | 7m 21s |

## Rankings

| Rank | Company | Category | Score | Grade | Eval | Discovery | Cost | Runtime | Tool Calls | Errors |
|------|---------|----------|-------|-------|------|-----------|------|---------|------------|--------|
| 1 | [Exa](/leaderboard/claudecode/mcp/exa) | Search | 93 | A | 93 | 93 | $0.09 | 2m 13s | 4 | 0 |
| 2 | [ElevenLabs](/leaderboard/claudecode/mcp/elevenlabs) | Voice TTS | 88 | B | 92 | 80 | $0.09 | 3m 47s | 4 | 0 |
| 3 | [Jina AI](/leaderboard/claudecode/mcp/jina-ai) | Search | 88 | B | 93 | 77 | $0.10 | 2m 52s | 4 | 0 |
| 4 | [Firecrawl](/leaderboard/claudecode/mcp/firecrawl) | Search | 87 | B | 89 | 83 | $0.18 | 2m 59s | 3 | 0 |
| 5 | [Tavily](/leaderboard/claudecode/mcp/tavily) | Search | 86 | B | 86 | 88 | $0.12 | 10m 0s | 5 | 0 |
| 6 | [Stripe](/leaderboard/claudecode/mcp/stripe) | Payment | 84 | B | 87 | 76 | $0.10 | 4m 18s | 5 | 0 |
| 7 | [Descope](/leaderboard/claudecode/mcp/descope) | Auth | 83 | B | 84 | 81 | $0.18 | 4m 48s | 8 | 0 |
| 8 | [Nimble](/leaderboard/claudecode/mcp/nimbleway) | Search | 82 | B | 88 | 71 | $0.13 | 3m 28s | 4 | 0 |
| 9 | [Clerk](/leaderboard/claudecode/mcp/clerk) | Auth | 81 | B | 81 | 83 | $0.25 | 3m 23s | 8 | 0 |
| 10 | [LanceDB](/leaderboard/claudecode/mcp/lancedb) | Vector Databases | 81 | B | 84 | 75 | $0.13 | 4m 39s | 7 | 0 |
| 11 | [You.com](/leaderboard/claudecode/mcp/you-com) | Search | 80 | B | 75 | 92 | $0.13 | 2m 23s | 9 | 3 |
| 12 | [Cartesia](/leaderboard/claudecode/mcp/cartesia) | Voice TTS | 78 | B | 80 | 75 | $0.17 | 8m 42s | 13 | 0 |
| 13 | [Render](/leaderboard/claudecode/mcp/render) | Cloud Hosting | 78 | B | 81 | 72 | $0.20 | 3m 29s | 7 | 0 |
| 14 | [Chroma](/leaderboard/claudecode/mcp/chroma) | Vector Databases | 77 | B | 73 | 89 | $0.16 | 2m 37s | 11 | 1 |
| 15 | [Pinecone](/leaderboard/claudecode/mcp/pinecone) | Vector Databases | 75 | B | 71 | 85 | $0.23 | 3m 37s | 9 | 1 |
| 16 | [MeetGeek](/leaderboard/claudecode/mcp/meetgeek) | Meeting Bot | 70 | C | 88 | 29 | $0.08 | 11m 14s | 4 | 0 |
| 17 | [Resend](/leaderboard/claudecode/mcp/resend) | Email | 66 | C | 64 | 71 | $0.56 | 9m 31s | 25 | 5 |
| 18 | [Prefect](/leaderboard/claudecode/mcp/prefect) | Durable Workflow | 63 | C | 51 | 90 | $0.17 | 2m 23s | 4 | 0 |
| 19 | [Scalekit](/leaderboard/claudecode/mcp/scalekit) | Auth | 55 | C | 42 | 86 | $0.04 | 7m 16s | 2 | 1 |
| 20 | [Plivo](/leaderboard/claudecode/mcp/plivo) | Voice Telephony | 50 | D | 38 | 78 | $0.18 | 5m 58s | 7 | 3 |
| 21 | [Qdrant](/leaderboard/claudecode/mcp/qdrant) | Vector Databases | 45 | D | 27 | 88 | $0.39 | 3m 47s | 29 | 8 |
| 22 | [Square](/leaderboard/claudecode/mcp/square) | Payment | 45 | D | 28 | 84 | $0.39 | 5m 2s | 22 | 7 |
| 23 | [Zilliz Cloud](/leaderboard/claudecode/mcp/zilliz-cloud) | Vector Databases | 44 | D | 28 | 82 | $0.59 | 6m 11s | 27 | 9 |
| 24 | [E2B](/leaderboard/claudecode/mcp/e2b) | Sandboxes | 43 | D | 25 | 87 | $0.96 | 6m 39s | 37 | 9 |
| 25 | [Resemble AI](/leaderboard/claudecode/mcp/resemble-ai) | Voice TTS | 43 | D | 33 | 68 | $0.36 | 2m 39s | 12 | 3 |
| 26 | [Netlify](/leaderboard/claudecode/mcp/netlify) | Cloud Hosting | 42 | D | 29 | 73 | $0.33 | 6m 5s | 19 | 5 |
| 27 | [Paddle](/leaderboard/claudecode/mcp/paddle) | Payment | 42 | D | 28 | 75 | $0.53 | 5m 50s | 14 | 6 |
| 28 | [Telnyx](/leaderboard/claudecode/mcp/telnyx) | Voice Telephony | 40 | D | 31 | 62 | $0.44 | 4m 22s | 13 | 3 |
| 29 | [BlindPay](/leaderboard/claudecode/mcp/blindpay) | Stablecoin | 37 | D | 29 | 55 | $0.53 | 8m 30s | 17 | 1 |
| 30 | [Twilio](/leaderboard/claudecode/mcp/twilio) | Voice Telephony | 36 | D | 33 | 45 | $0.45 | 2m 32s | 10 | 5 |
| 31 | [Daytona](/leaderboard/claudecode/mcp/daytona) | Sandboxes | 33 | D | 10 | 89 | $0.25 | 12m 57s | 15 | 1 |
| 32 | [Cerebras](/leaderboard/claudecode/mcp/cerebras) | Inference | 30 | D | 16 | 63 | $0.19 | 2m 22s | 12 | 1 |
| 33 | [LiveKit](/leaderboard/claudecode/mcp/livekit) | Voice Infra | 26 | D | 6 | 73 | $0.77 | 7m 40s | 25 | 2 |
| 34 | [Anchor Browser](/leaderboard/claudecode/mcp/anchor-browser) | Browser | 25 | D | — | 86 | — | — | 0 | 0 |
| 35 | [OpenCageData](/leaderboard/claudecode/mcp/opencagedata) | Geocoding | 25 | D | — | 86 | — | — | 0 | 0 |
| 36 | [Convex](/leaderboard/claudecode/mcp/convex) | Database | 22 | D | 5 | 64 | $0.71 | 8m 49s | 57 | 17 |
| 37 | [Recall.ai](/leaderboard/claudecode/mcp/recall-ai) | Meeting Bot | 22 | D | 15 | 40 | $0.13 | 3m 27s | 10 | 2 |
| 38 | [Infobip](/leaderboard/claudecode/mcp/infobip) | Voice Telephony | 21 | D | — | 71 | — | — | 0 | 0 |
| 39 | [Deepgram](/leaderboard/claudecode/mcp/deepgram) | Voice STT | 20 | D | 6 | 55 | $0.65 | 7m 14s | 31 | 8 |
| 40 | [Agentmail](/leaderboard/claudecode/mcp/agentmail) | Email | 17 | D | 5 | 45 | $0.50 | 26m 48s | 32 | 6 |
| 41 | [Stytch](/leaderboard/claudecode/mcp/stytch) | Auth | 17 | D | — | 57 | — | — | 0 | 0 |
| 42 | [Datadog](/leaderboard/claudecode/mcp/datadog) | Observability | 15 | D | 3 | 45 | $0.79 | 8m 4s | 48 | 3 |
| 43 | [Razorpay](/leaderboard/claudecode/mcp/razorpay) | Payment | 15 | D | 3 | 45 | $0.57 | 7m 1s | 33 | 2 |
| 44 | [Weaviate](/leaderboard/claudecode/mcp/weaviate) | Vector Databases | 15 | D | 2 | 45 | $0.94 | 13m 2s | 54 | 10 |
| 45 | [Groq](/leaderboard/claudecode/mcp/groq) | Inference | 14 | D | 5 | 35 | $0.56 | 5m 2s | 41 | 9 |
| 46 | [Massive](/leaderboard/claudecode/mcp/massive) | Proxy | 14 | D | 5 | 35 | $0.44 | 5m 8s | 22 | 2 |
| 47 | [Meeting BaaS](/leaderboard/claudecode/mcp/meeting-baas) | Meeting Bot | 14 | D | 1 | 45 | $1.45 | 12m 28s | 96 | 12 |
| 48 | [Scrapfly](/leaderboard/claudecode/mcp/scrapfly) | Webscraping | 14 | D | 5 | 35 | $0.82 | 8m 12s | 42 | 8 |
| 49 | [Nylas](/leaderboard/claudecode/mcp/nylas) | Email | 13 | D | 0 | 45 | $1.36 | 24m 10s | 75 | 8 |
| 50 | [Adyen](/leaderboard/claudecode/mcp/adyen) | Payment | 12 | D | — | 40 | — | — | 0 | 0 |
| 51 | [Auth0](/leaderboard/claudecode/mcp/auth0) | Auth | 12 | D | 3 | 34 | $0.98 | 9m 54s | 47 | 5 |
| 52 | [DigitalOcean](/leaderboard/claudecode/mcp/digitalocean) | Cloud Hosting | 12 | D | — | 40 | — | — | 0 | 0 |
| 53 | [Fireblocks](/leaderboard/claudecode/mcp/fireblocks) | Stablecoin | 12 | D | 2 | 35 | $0.79 | 10m 35s | 39 | 8 |
| 54 | [Perplexity](/leaderboard/claudecode/mcp/perplexity) | Inference | 12 | D | — | 40 | — | — | 0 | 0 |
| 55 | [Coinbase Payments](/leaderboard/claudecode/mcp/coinbase-payments) | Stablecoin | 11 | D | 1 | 35 | $2.46 | 22m 37s | 106 | 21 |
| 56 | [Sinch](/leaderboard/claudecode/mcp/sinch) | Voice Telephony | 10 | D | 0 | 35 | $0.00 | 9s | 0 | 0 |
| 57 | [Vonage](/leaderboard/claudecode/mcp/vonage) | Voice Telephony | 10 | D | 0 | 35 | $0.00 | 12s | 0 | 0 |
| 58 | [Airwallex](/leaderboard/claudecode/mcp/airwallex) | Payment | 9 | D | — | 30 | — | — | 0 | 0 |
| 59 | [Bandwidth](/leaderboard/claudecode/mcp/bandwidth) | Voice Telephony | 9 | D | — | 30 | — | — | 0 | 0 |
| 60 | [Brave Search](/leaderboard/claudecode/mcp/brave-search) | Search | 9 | D | — | 30 | — | — | 0 | 0 |
| 61 | [Netflix Conductor](/leaderboard/claudecode/mcp/netflix-conductor) | Durable Workflow | 9 | D | — | 30 | — | — | 0 | 0 |
| 62 | [Cloudflare Workers](/leaderboard/claudecode/mcp/cloudflare-workers) | Sandboxes | 8 | D | — | 27 | — | — | 0 | 0 |
| 63 | [PayPal](/leaderboard/claudecode/mcp/paypal) | Payment | 8 | D | 2 | 24 | $0.84 | 27m 42s | 36 | 3 |
| 64 | [Vercel](/leaderboard/claudecode/mcp/vercel) | Sandboxes | 8 | D | — | 27 | — | — | 0 | 0 |
| 65 | [TogetherAI](/leaderboard/claudecode/mcp/togetherai) | Inference | 7 | D | — | 25 | — | — | 0 | 0 |
| 66 | [Railway](/leaderboard/claudecode/mcp/railway) | Cloud Hosting | 5 | D | — | 17 | — | — | 0 | 0 |
| 67 | [Fireworks AI](/leaderboard/claudecode/mcp/fireworks-ai) | Inference | 4 | D | — | 15 | — | — | 0 | 0 |
| 68 | [Pipecat](/leaderboard/claudecode/mcp/pipecat) | Voice Infra | 4 | D | — | 15 | — | — | 0 | 0 |
| 69 | [WorkOS](/leaderboard/claudecode/mcp/workos) | Auth | 3 | D | — | 10 | — | — | 0 | 0 |

## Categories

| Category | Companies |
|----------|-----------|
| Payment | 7 |
| Search | 7 |
| Voice Telephony | 7 |
| Auth | 6 |
| Vector Databases | 6 |
| Inference | 5 |
| Cloud Hosting | 4 |
| Sandboxes | 4 |
| Email | 3 |
| Meeting Bot | 3 |
| Stablecoin | 3 |
| Voice TTS | 3 |
| Durable Workflow | 2 |
| Voice Infra | 2 |
| Browser | 1 |
| Database | 1 |
| Geocoding | 1 |
| Observability | 1 |
| Proxy | 1 |
| Voice STT | 1 |
| Webscraping | 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)

Canonical URL: https://usesapient.com/leaderboard/claudecode/mcp