MCP Server Quality Scores

Independent quality analysis of 69343 public MCP servers

69343
Discovered
→
33958
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
27201
NEC 2023 electrical calculators: wire size, ampacity, voltage drop, conduit fil…
B 80 2⁄5 ◔ — — 93 — 67 —
27202
Read-only MCP tools for Turkey's heritage places, regional-food atlas, and Mavi…
B 80 2⁄5 ◔ — — 93 — 67 —
27203
fabricate Claim 1
Public Fabricate pricing and documentation tools.
B 80 2⁄5 ◔ — — 92 — 67 —
27204
Read-only XRPL tools for ASTEROID: identity, market, supply, liquidity, escrows…
B 80 2⁄5 ◔ — — 93 — 67 —
27205
Web Intel Claim 1
8 pay-per-call web intel tools over MCP. Free discovery, calls settle in USDC o…
B 80 3⁄5 ◔ — 84 88 — 67 —
27206
Free US drug-price benchmarks from federal data (CMS NADAC): a benchmark, not a…
B 80 2⁄5 ◔ — — 94 — 67 —
27207
Clean YouTube transcripts for agents: single videos, channels, playlists, plus …
B 80 3⁄5 ◔ — 80 94 — 67 —
27208
14 free read-only tools: GSPC board, signed card and capsule verify, Merkle pro…
B 80 2⁄5 ◔ — — 92 — 67 —
27209
MapLedger Claim 1
Zoning, homes per lot, short-term rentals, tax and flood for any property in Au…
B 80 2⁄5 ◔ — — 93 — 67 —
27210
Market Data Claim 1
14 pay-per-call market data tools over MCP. Free discovery, calls settle in USD…
B 80 3⁄5 ◔ — 84 89 — 67 —
27211
Jason Lovell Claim 1
Read-only tools for Jason Lovell's AI research: studies, builds, releases, sear…
B 80 2⁄5 ◔ — — 93 — 67 —
27212
Place to Be Claim 1
What's on in any city: live, ranked concerts, sport, festivals, nightlife and c…
B 80 2⁄5 ◔ — — 94 — 67 —
27213
TutorPing Claim 1
Find and book independent tutors, or find students asking for a tutor in your s…
B 80 2⁄5 ◔ — — 93 — 67 —
27214
Best-time-to-book verdicts, live last-minute hotel deals, and city price calend…
B 80 2⁄5 ◔ — — 92 — 67 —
27215
Leave Hacker Claim 1
Which days of annual leave to book around bank holidays for the most days off, …
B 80 2⁄5 ◔ — — 93 — 67 —
27216
New papers from Nature, Science, Cell, NEJM and other top journals, scored on e…
B 80 2⁄5 ◔ — — 94 — 67 —
27217
Instagram search and posts for AI agents, with images and videos AI-parsed to t…
B 80 2⁄5 ◔ — — 94 — 67 —
27218
GTA 6 unlock times by country, launch facts, Leonida map regions and top clips.
B 80 2⁄5 ◔ — — 93 — 67 —
27219
Free, no key: UK parking ticket appeal guides, PCN contravention codes and dead…
B 80 2⁄5 ◔ — — 92 — 67 —
27220
MapsData Claim 1
Build lead lists from Google Maps: businesses with emails, phones and websites,…
B 80 2⁄5 ◔ — — 92 — 67 —
27221
storefront Claim 1
US college admissions fit (College Scorecard bands) + verified admitted-student…
B 80 2⁄5 ◔ — — 93 — 67 —
27222
Turn a portrait into a compliant passport, visa or ID photo. 300+ official spec…
B 80 2⁄5 ◔ — — 93 — 67 —
27223
Premrest Claim 1
Commercial floor care enquiries and urgent flood response requests for Australi…
B 80 2⁄5 ◔ — — 93 — 67 —
27224
BUMIT Claim 1
Swiss business verification with per-check source provenance and evidence fresh…
B 80 2⁄5 ◔ — — 92 — 67 —
27225
Search, compare and estimate rewards across US credit cards. Verified fees, APR…
B 80 3⁄5 ◔ — 78 94 — 67 —
27226
rezearcher
tech-risk Claim 1
x402 payment verification: safe-to-pay preflight, on-chain receipt proof, OFAC/…
B 80 2⁄5 ◔ ⏳ — — 94 — 67 —
27227
site Claim 1
Arizona Solar Cost Calculator: the site's own MCP server — calculator, enquiry …
B 80 2⁄5 ◔ — — 93 — 67 —
27228
site Claim 1
Calibvo: the site's own MCP server — dataset; every answer cites the site.
B 80 2⁄5 ◔ — — 92 — 67 —
27229
Munich social media marketing agency: info, services, case studies, content sea…
B 80 2⁄5 ◔ — — 93 — 67 —
27230
Rotwang9000
Monero/Zcash payment webhooks + DeFi liquidation & Ethereum builder data over M…
B 80 3⁄5 ◔ ⏳ — 70 89 — 81 —
27231
booking Claim 1
Beach Valencia holiday apartments (Valencia, Spain): availability, pricing, can…
B 80 2⁄5 ◔ — — 93 — 67 —
27232
Agency Growth Claim 1
A growing library of AI agents and growth tools for agencies, in any AI assista…
B 80 2⁄5 ◔ — — 94 — 67 —
27233
Tru-Stock AI Claim 1
Find the cash trapped in your inventory, then size reorder points, safety stock…
B 80 2⁄5 ◔ — — 94 — 67 —
27234
Relaystation Claim 1
Pay-per-call agent infrastructure: file storage & handoff, compute tools, messa…
B 80 2⁄5 ◔ — — 94 — 67 —
27235
Price comparison across partner retailers. Read-only, 90-day history, disclosed…
B 80 2⁄5 ◔ — — 93 — 67 —
27236
YGao2005
Scholar Feed ⚡ Claim
600,000+ CS/AI/ML papers in your AI assistant: search, novelty scores, citation…
B 80 3⁄4 ◔ ⏳ 88 N/A N/A 64 81 —
27237
CodePostalPro Claim 1
Postal lookups for 120 countries with cited sources; deep US tier: demographics…
B 80 2⁄5 ◔ — — 94 — 67 —
27238
Human for AI Claim 1
Ask a human for legal review, confirmation, a signature, or a physical-world act
B 80 2⁄5 ◔ — — 92 — 67 —
27239
Lingard Vocab Claim 1
Build and enrich your Lingard vocabulary: topic collections, flashcards, transl…
B 80 2⁄5 ◔ — — 94 — 67 —
27240
Read-only triage for n8n, MCP, webhook, and AI agent workflow production failur…
B 79 3⁄5 ◔ — 80 90 — 67 —
27241
ilyassesalama
Celigo MCP Server ⚡ Claim
Enables interaction with Celigo integrator.io API to manage integrations, flows…
B 79 3⁄4 ◔ ⏳ 80 — — 74 81 —
27242
Cited, tax-year-dated rules for state PTET, the federal SALT cap, and bonus-dep…
B 79 2⁄5 ◔ — — 91 — 67 —
27243
Merron Claim 1
Inspect selected project excerpts and screen user-confirmed facts for bounded E…
B 79 2⁄5 ◔ — — 91 — 67 —
27244
site Claim 1
Binstockly: the site's own MCP server — dataset; every answer cites the site.
B 79 2⁄5 ◔ — — 91 — 67 —
27245
Search 100k+ auto-verified Telegram channels, bots and groups: full-text search…
B 79 3⁄5 ◔ — 86 84 — 67 —
27246
Find source-checked US boutiques with plus-size bridal samples physically avail…
B 79 3⁄5 ◔ — 80 89 — 67 —
27247
ayeschully
Provides comprehensive access to the Kaseya VSAX (VSA 10) REST API v3 through 6…
B 79 3⁄4 ◔ ⏳ 92 — — 53 81 —
27248
Fuse Network Claim 2
MCP server for Fuse Network: balances, tokens, staking, DeFi data, swaps and on…
B 79 2⁄5 ◔ — — 91 — 67 —
27249
Cross-chain cryptocurrency swaps via Chainflip. Get quotes, execute swaps, and …
B 79 3⁄5 ◔ — 84 86 — 67 —
27250
Unmerge Claim 1
Split a flat image into separate transparent PNG layers. Pay with Unmerge credi…
B 79 2⁄5 ◔ — — 91 — 67 —
Showing 27201–27250 of 69343 servers
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