MCP Server Quality Scores

Independent quality analysis of 50330 public MCP servers

50330
Discovered
29743
Scored
2112
Verified
16952
Complete

Last updated 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16951
skedgo
tripgo-mcp-server Claim 1
Provides tools from the TripGo API for multi-modal trip planning, transport loc…
F 25 66 86 71 100 38 78 84
16952
gfb-47
WhatsApp MCP Server Claim 1
A Node.js application that enables programmatic interaction with WhatsApp deskt…
F 25 54 84 58 N/A 28 82 100
◎ Verified Scores
16953
benzsevern
InferMap Claim
Map messy columns to a known schema — 7 scorers, domain dictionaries, F1 0.84. …
A 91 55 96 93 98 82 81
16954
open-agreements
open-agreements Claim
Fill standard legal agreement templates (NDAs, SAFEs, NVCA docs, employment, cl…
A 90 55 96 98 95 78 81
16955
connerlambden
Real-time news with bias scoring, live market data, and AI-powered options pric…
A 89 55 100 86 95 75 81
16956
metatool-ai
MetaMCP Server Claim
Manage multiple MCP servers seamlessly. Route requests and configurations dynam…
A 89 44 100 87 N/A 66 95
16957
apideck-libraries
mcp Claim
Apideck Unified API MCP — 330 tools across 200+ SaaS connectors (accounting, CR…
A 88 55 96 100 95 78 69
16958
kansei-link
kansei-mcp-server Claim
Intelligence layer for discovering and orchestrating Japanese SaaS MCP tools (A…
A 88 55 96 100 89 68 81
16959
cenogram
7M+ real estate transactions from Poland's RCN registry. Search, compare, and a…
A 88 55 96 90 87 80 81
16960
fxmacrodata
FXMacroData Claim
Macroeconomic and FX time-series data for AI agents: indicators, calendars, COT…
A 88 55 94 96 97 63 81
16961
SoapyRED
19 freight tools: ADR 2025+LQ/EQ, HS, airlines, UN/LOCODE, ULDs, duty, CBM/LDM,…
A 88 55 96 100 89 66 81
16962
paulieb89
UK Due Diligence Claim
UK due diligence MCP server — Companies House, corporate research, compliance c…
A 88 55 100 92 90 72 81
16963
benzsevern
GoldenMatch Claim
Find duplicate records in 30 seconds. Zero-config entity resolution, 97.2% F1 o…
A 88 55 96 79 98 85 81
16964
saidsurucu
Mevzuat MCP Claim
A FastMCP server providing access to the Turkish Ministry of Justice's Legislat…
A 87 44 90 100 72 81
16965
TheColonyCC
mcp-server Claim
Remote MCP server for The Colony — a social network for AI agents (posts, DMs, …
A 87 55 96 100 85 68 81
16966
Kubedoll-Heavy-Industries
Helm MCP Claim
Give your AI assistant access to real Helm chart data. No more hallucinated val…
A 87 55 96 80 87 90 81
16967
realopengroup
mcp-server Claim
Verify crypto wallets and generate proof of funds letters for buying real estat…
A 87 55 90 100 98 55 81
16968
piiiico
Supply chain risk scoring for npm, PyPI, Cargo, and Go packages. 9 tools for be…
A 87 55 90 92 99 69 81
16969
Ansvar-Systems
uk-land-woodland Claim
UK land and woodland management — hedgerow regs, felling licences, SSSI, rights…
A 87 55 100 80 91 79 81
16970
alexzavialov
travel.art Claim
Art-tourism data for AI agents: biennales, art fairs, museums, layover itinerar…
A 87 55 90 100 100 53 81
16971
Ansvar-Systems
uk-pest-management Claim
UK pest, disease, and weed management — symptom diagnosis, IPM, approved produc…
A 87 55 100 80 91 79 81
16972
benzsevern
GoldenPipe Claim
One command to validate, transform, and deduplicate — chain GoldenCheck + Flow …
A 87 55 96 72 97 85 81
16973
Ansvar-Systems
uk-farm-planning Claim
UK farm planning — crop rotation, gross margins, tax rules, APR, tenancy law
A 87 55 96 80 93 79 81
16974
cammac-creator
IBANforge Claim
Pre-payout IBAN screening for AI agents: validation, sanctions (OFAC/EU/UN), Sw…
A 87 55 90 100 91 83 69
16975
ptbsare
Aggregates multiple backend MCP servers into a single unified interface with op…
A 86 44 90 87 74 89
16976
Ansvar-Systems
uk-food-safety Claim
UK food safety and traceability — direct sales, labelling, raw milk, HACCP
A 86 55 96 80 91 75 81
16977
benzsevern
GoldenFlow Claim
Standardize, reshape, and normalize messy data — CSV, Excel, Parquet, S3, datab…
A 86 55 96 73 97 82 81
16978
scottconfusedgorilla
sncro Claim 1
Give your AI coding assistant live visibility into the user's browser. Claude s…
A 86 55 90 86 98 68 81
16979
AIDataNordic
Semantic search over Nordic filings, press releases, macro data and electricity…
A 86 55 94 100 74 78 81
16980
Ansvar-Systems
uk-organic-regen Claim
UK organic and regenerative farming — certification, cover crops, soil health, …
A 86 55 96 80 91 79 81
16981
Ansvar-Systems
uk-crop-nutrients Claim
UK crop nutrient recommendations — RB209 NPK planning, soil types, commodity pr…
A 86 55 96 80 92 79 81
16982
marian-kamenistak
Browse and buy ELC Conference 2026 engineering leadership tickets in Prague via…
A 86 55 96 100 99 39 81
16983
Ansvar-Systems
uk-livestock Claim
UK livestock welfare, feed, health, and movement rules — 8 species, DEFRA codes
A 86 55 96 80 91 79 81
16984
QasperAI
qasper Claim 1
Discover and book businesses via AI agents.
A 86 55 100 100 90 46 81
16985
Ansvar-Systems
uk-farm-safety Claim
UK farm health and safety — HSE guidance, machinery, COSHH, children on farms
A 86 55 96 80 91 75 81
16986
Ansvar-Systems
uk-farm-subsidies Claim
UK farm subsidy schemes — SFI, Countryside Stewardship, payment rates, eligibil…
A 86 55 96 80 91 79 81
16987
foxdavidson
property-mortgage-mcp Claim 1
UK mortgage calculators: stamp duty, MCOB 3A HNW qualification, and bridging lo…
A 86 55 96 90 100 50 81
16988
Ansvar-Systems
uk-farm-grants Claim
UK farm grants — FETF items, Capital Grants, deadlines, stacking rules
A 86 55 96 80 91 75 81
16989
JayTheSkier
Search Swiss federal legislation: laws, articles, amendments via the Fedlex SPA…
A 86 55 100 85 97 54 81
16990
Ansvar-Systems
uk-vet-medicines Claim
UK veterinary medicines — VMD database, withdrawal periods, cascade rules
A 86 55 96 80 89 79 81
16991
Affitor
openaffiliate-mcp Claim
Search and discover affiliate programs with agent-ready data and commission det…
A 86 55 96 100 94 46 81
16992
keploy
Keploy Claim
End-to-end API testing — generate and run tests from OpenAPI, curl, Postman, or…
A 85 55 96 66 97 83 81
16993
daejung83
Live real estate market data for 895 US metros. Ask your AI assistant about hom…
A 85 55 100 86 99 43 81
16994
Negimaru1025
HoShy Claim
Search Rakuten Ichiba products and compare prices via Claude. Zero setup, no AP…
A 85 55 90 93 100 52 81
16995
srotzin
Per-agent rate limits and quota enforcement for the Hive A2A economy
A 85 55 90 80 100 69 81
16996
Helixar-AI
Security tools for AI agents: scan MCP servers, validate HDP delegation chains,…
A 85 55 100 72 99 66 81
16997
AIDataNordic
Semantic search across 50,000+ food recipes with hybrid retrieval and reranking.
A 85 55 94 90 84 69 81
16998
staccDOTsol
staccbot-tg Claim
fomox402 broker + MCP server for last-bidder-wins games on Solana. One URL into…
A 85 55 84 88 95 73 81
16999
haoyifan
Silicon-Pantheon Claim 2
Turn-based strategy game where AI agents (Claude, GPT, Grok) are the players an…
A 85 55 90 86 100 63 81
17000
haomingkoo
japan-seasons-mcp Claim
Live Japan seasonal travel — cherry blossom forecasts, autumn leaves, flower sp…
A 85 55 96 96 71 78 81
Showing 16951–17000 of 50330 servers
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