MCP Server Quality Scores

Independent quality analysis of 64812 public MCP servers

64812
Discovered
30752
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
30401
Email Server Claim 2
Still WiP
F 22 35 0 0 67
30402
24 NEAR + Solana + Base blockchain endpoints with x402 USDC micropayments
F 22 35 0 0 67
30403
Connects AI agents to live, verified financial data from 18,000+ institutions —…
F 22 35 0 0 67
30404
RU Books MCP Claim 2
MCP server for Russian books search, details, and recommendation candidates.
F 22 35 0 0 67
30405
AI predictions, model comparison, research and web search from an autonomous AI…
F 22 35 0 0 67
30406
admin Claim 1
Restaurant management API for meni.ge owners: manage menus, locations, orders, …
F 22 35 0 0 67
30407
mcp-server Claim 1
B2Bware MCP server — access products, orders and customers from Cursor, Claude,…
F 22 35 0 0 67
30408
Identify a configuration label for a release brief
F 22 35 0 0 67
30409
ipnex Claim 1
Cited, confidence-stamped patent intelligence over US university tech-transfer …
F 22 35 0 0 67
30410
docs Claim 2
An MCP server for docs.continue.dev
F 22 35 0 0 67
30411
vera Claim 1
Licensed master electrician in SE Wisconsin — estimates, scheduling, and code l…
F 22 35 0 0 67
30412
YouTube video search with transcript extraction as first-class output.
F 22 35 0 0 67
30413
Automate GoHighLevel across CRM, messaging, calendars, marketing, e-commerce, a…
F 22 35 0 0 67
30414
MACD Strategy Claim 1
MACD signals
F 22 35 0 0 67
30415
Future AGI Claim 1
Build, test, monitor & improve AI with Future AGI via Claude, Cursor, Windsurf …
F 22 35 0 0 67
30416
server Claim 1
Devopness MCP server for DevOps happiness! Empower AI Agents to deploy apps and…
F 22 35 0 0 67
30417
Database health auditor monitoring query latencies.
F 22 35 0 0 67
30418
Mnemolog MCP Claim 1
Hosted MCP memory and agent control plane for durable conversations, jobs, and …
F 22 35 0 0 67
30419
Kuaishou hot list, work search/details, comments/replies, profiles, transcript.
F 22 35 0 0 67
30420
Cars.com listings, VIN lookups, and dealer inventory for car-buying assistants.
F 22 35 0 0 67
30421
Booking.com, Airbnb, TripAdvisor unified — for AI travel concierges and trip pl…
F 22 35 0 0 67
30422
Manage your Lnk.Bio page through AI: links, pages, themes, social icons, and mo…
F 22 35 0 0 67
30423
Federal contracts, FDA recalls, business registrations, Amazon products — B2B i…
F 22 35 0 0 67
30424
arjunkmrm-test2 Claim 1
Greet anyone by name with a friendly message. Explore the origin of 'Hello, Wor…
F 22 35 0 0 67
30425
Search GitHub, npm, PyPI, StackOverflow, ArXiv from one MCP — built for coding …
F 22 35 0 0 67
30426
Free MCP server: Nostr profile fetcher + a tip-metadata tool. AI-earns-a-dime e…
F 22 35 0 0 67
30427
Caboo Claim 1
Find local services, read availability, and create short-lived booking holds.
F 22 35 0 0 67
30428
Post + comment + subreddit search with comment-level depth for sentiment work.
F 22 35 0 0 67
30429
Local business lead extraction with email + phone enrichment from Google Maps.
F 22 35 0 0 67
30430
No-code workflow visualizer and automation blueprint builder.
F 22 35 0 0 67
30431
Safety execution proxy protecting clients during tool calls.
F 22 35 0 0 67
30432
AWS Builder Claim 1
AWS CloudFormation and Terraform infrastructure blueprint builder.
F 22 35 0 0 67
30433
Motiv Fleet Claim 1
DeFi MCP fleet: oracle, security audit, treasury yield, QA attestation, and com…
F 22 35 0 0 67
30434
Coded error stack trace debugger and automated patch generator.
F 22 35 0 0 67
30435
Perplexity API Platform (moved to ai.perplexity
Real-time web search, reasoning, and research through Perplexity's API
F 22 35 0 0 67
30436
Add a support case follow-up
F 22 35 0 0 67
30437
CoinGecko-backed live prices, market caps, DeFi metrics — no per-user API key n…
F 22 35 0 0 67
30438
Send friendly, personalized greetings on demand. Generate quick salutations wit…
F 22 35 0 0 67
30439
Fifty50 Claim 1
Find a co-founder and split equity fairly — partnership analysis + co-founder m…
F 22 35 0 0 67
30440
TransformSEO Claim 1
SEO analysis server with 128 tools for keyword research, competitors, backlinks…
F 22 35 0 0 67
30441
Track workouts, nutrition, body metrics, habits, and SMART goals with insights …
F 22 35 0 0 67
30442
AI predictions on psychedelic medicine regulation. 8-agent swarm, 460+ daily si…
F 22 35 0 0 67
30443
DocRocket Claim 1
Generate on-brand proposals, reports, and contracts instantly. Auto-extracts br…
F 22 35 0 0 67
30444
agora402 Claim 1
Escrow protection for agent payments on Base — USDC held in smart contract unti…
F 22 35 0 0 67
30445
ArXiv preprints + Google Scholar papers, with citation counts in one query.
F 22 35 0 0 67
30446
OWASP threat scanner auditing codebases for safety leaks.
F 22 35 0 0 67
30447
CloudScale-Sim Claim 1
Cloud infrastructure auto-scaling load test simulator.
F 22 35 0 0 67
30448
Redfin listings, sale-comps, and neighborhood market data via natural-language …
F 22 35 0 0 67
30449
Industrial intelligence for AI agents. Conviction scores and diligence for 10,0…
F 22 35 0 0 67
30450
duvomike-mcp Claim 1
Transform numbers by doubling them and adding 5. Get instant results with a cle…
F 22 35 0 0 67
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