MCP Server Quality Scores

Independent quality analysis of 69182 public MCP servers

69182
Discovered
→
33868
Scored
→
2112
Verified
→
16953
Complete

Last updated 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16951
aakankshagupta18
A comprehensive learning project demonstrating MCP server implementation with t…
F 25 5⁄5 ◉ ⏳ 90 62 — 24 80 95
16952
emiliobool
MCP Relay Server ⚡ Claim 1 2
This server allows integration with Discord, enabling message exchanges between…
F 25 5⁄4 ◉ ⏳ 60 61 N/A 17 90 91
16953
jikime
Google Toolbox ⚡ Claim 1
Google Toolbox
F 25 5⁄4 ◉ ⏳ 60 63 N/A 21 84 91
◎ Verified Scores
16954
benzsevern
InferMap Claim
Map messy columns to a known schema — 7 scorers, domain dictionaries, F1 0.84. …
A 91 5⁄5 ◎ ⏳ 96 93 98 82 81 —
16955
open-agreements
open-agreements ⚡ Claim
Fill standard legal agreement templates (NDAs, SAFEs, NVCA docs, employment, cl…
A 90 5⁄5 ◎ ⏳ 96 98 95 78 81 —
16956
connerlambden
helium-mcp Claim
Real-time news with bias scoring across 5,000+ sources (15+ dimensions), AI-pow…
A 89 5⁄5 ◎ ⏳ 100 86 95 75 81 —
16957
metatool-ai
MetaMCP Server ⚡ Claim
Manage multiple MCP servers seamlessly. Route requests and configurations dynam…
A 89 4⁄4 ◎ ⏳ 100 87 N/A 66 95 —
16958
cenogram
7M+ real estate transactions from Poland's RCN registry. Search, compare, and a…
A 88 5⁄5 ◎ ⏳ 96 90 87 80 81 —
16959
benzsevern
GoldenMatch Claim
Find duplicate records in 30 seconds. Zero-config entity resolution, 97.2% F1 o…
A 88 5⁄5 ◎ ⏳ 96 79 98 85 81 —
16960
SoapyRED
Neutral freight reference layer for AI agents: ADR, HS, airlines, UN/LOCODE, UL…
A 88 5⁄5 ◎ ⏳ 96 100 89 66 81 —
16961
apideck-libraries
mcp ⚡ Claim
Apideck Unified API MCP — 330 tools across 200+ SaaS connectors (accounting, CR…
A 88 5⁄5 ◎ ⏳ 96 100 95 78 69 —
16962
paulieb89
UK Due Diligence ⚡ Claim
UK due diligence MCP server — Companies House, corporate research, compliance c…
A 88 5⁄5 ◎ ⏳ 100 92 90 72 81 —
16963
fxmacrodata
FXMacroData ⚡ Claim
Macroeconomic and FX time-series data for AI agents: indicators, calendars, COT…
A 88 5⁄5 ◎ ⏳ 94 96 97 63 81 —
16964
kansei-link
kansei-mcp-server ⚡ Claim
Local-first navigator with verified data on SaaS services and workflow recipes.
A 88 5⁄5 ◎ ⏳ 96 100 89 68 81 —
16965
Ansvar-Systems
uk-land-woodland ⚡ Claim
UK land and woodland management — hedgerow regs, felling licences, SSSI, rights…
A 87 5⁄5 ◎ ⏳ 100 80 91 79 81 —
16966
TheColonyCC
mcp-server Claim
Remote MCP server for The Colony — a social network for AI agents (posts, DMs, …
A 87 5⁄5 ◎ ⏳ 96 100 85 68 81 —
16967
realopengroup
mcp-server Claim
Verify crypto wallets and generate proof of funds letters for buying real estat…
A 87 5⁄5 ◎ ⏳ 90 100 98 55 81 —
16968
cammac-creator
IBANforge ⚡ Claim
Pre-payout IBAN screening for AI agents: validation, sanctions (OFAC/EU/UN), Sw…
A 87 5⁄5 ◎ ⏳ 90 100 91 83 69 —
16969
piiiico
Supply chain risk scoring for npm, PyPI, Cargo, and Go packages. 9 tools for be…
A 87 5⁄5 ◎ ⏳ 90 92 99 69 81 —
16970
saidsurucu
Mevzuat MCP ⚡ Claim
A FastMCP server providing access to the Turkish Ministry of Justice's Legislat…
A 87 4⁄4 ◎ ⏳ 90 100 — 72 81 —
16971
Ansvar-Systems
uk-farm-planning ⚡ Claim
UK farm planning — crop rotation, gross margins, tax rules, APR, tenancy law
A 87 5⁄5 ◎ ⏳ 96 80 93 79 81 —
16972
alexzavialov
travel.art ⚡ Claim
Art-tourism data for AI agents: biennales, art fairs, museums, layover itinerar…
A 87 5⁄5 ◎ ⏳ 90 100 100 53 81 —
16973
Kubedoll-Heavy-Industries
Helm MCP ⚡ Claim
Give your AI assistant access to real Helm chart data. No more hallucinated val…
A 87 5⁄5 ◎ ⏳ 96 80 87 90 81 —
16974
benzsevern
GoldenPipe ⚡ Claim
One command to validate, transform, and deduplicate — chain GoldenCheck + Flow …
A 87 5⁄5 ◎ ⏳ 96 72 97 85 81 —
16975
Ansvar-Systems
uk-pest-management ⚡ Claim
UK pest, disease, and weed management — symptom diagnosis, IPM, approved produc…
A 87 5⁄5 ◎ ⏳ 100 80 91 79 81 —
16976
Ansvar-Systems
uk-farm-grants ⚡ Claim
UK farm grants — FETF items, Capital Grants, deadlines, stacking rules
A 86 5⁄5 ◎ ⏳ 96 80 91 75 81 —
16977
Ansvar-Systems
uk-food-safety ⚡ Claim
UK food safety and traceability — direct sales, labelling, raw milk, HACCP
A 86 5⁄5 ◎ ⏳ 96 80 91 75 81 —
16978
JayTheSkier
Search Swiss federal legislation: laws, articles, amendments via the Fedlex SPA…
A 86 5⁄5 ◎ ⏳ 100 85 97 54 81 —
16979
foxdavidson
property-mortgage-mcp ⚡ Claim 1
UK mortgage calculators: stamp duty, MCOB 3A HNW qualification, and bridging lo…
A 86 5⁄5 ◎ ⏳ 96 90 100 50 81 —
16980
scottconfusedgorilla
sncro Claim 1
Give your AI coding assistant live visibility into the user's browser. Claude s…
A 86 5⁄5 ◎ ⏳ 90 86 98 68 81 —
16981
ptbsare
Aggregates multiple backend MCP servers into a single unified interface with op…
A 86 4⁄4 ◎ ⏳ 90 87 — 74 89 —
16982
Affitor
openaffiliate-mcp ⚡ Claim
Search and discover affiliate programs with agent-ready data and commission det…
A 86 5⁄5 ◎ ⏳ 96 100 94 46 81 —
16983
Ansvar-Systems
uk-organic-regen ⚡ Claim
UK organic and regenerative farming — certification, cover crops, soil health, …
A 86 5⁄5 ◎ ⏳ 96 80 91 79 81 —
16984
marian-kamenistak
Browse and buy ELC Conference 2026 engineering leadership tickets in Prague via…
A 86 5⁄5 ◎ ⏳ 96 100 99 39 81 —
16985
Ansvar-Systems
uk-farm-safety ⚡ Claim
UK farm health and safety — HSE guidance, machinery, COSHH, children on farms
A 86 5⁄5 ◎ ⏳ 96 80 91 75 81 —
16986
Ansvar-Systems
uk-crop-nutrients ⚡ Claim
UK crop nutrient recommendations — RB209 NPK planning, soil types, commodity pr…
A 86 5⁄5 ◎ ⏳ 96 80 92 79 81 —
16987
benzsevern
GoldenFlow Claim
Standardize, reshape, and normalize messy data — CSV, Excel, Parquet, S3, datab…
A 86 5⁄5 ◎ ⏳ 96 73 97 82 81 —
16988
Ansvar-Systems
uk-livestock ⚡ Claim
UK livestock welfare, feed, health, and movement rules — 8 species, DEFRA codes
A 86 5⁄5 ◎ ⏳ 96 80 91 79 81 —
16989
Ansvar-Systems
uk-vet-medicines ⚡ Claim
UK veterinary medicines — VMD database, withdrawal periods, cascade rules
A 86 5⁄5 ◎ ⏳ 96 80 89 79 81 —
16990
Ansvar-Systems
uk-farm-subsidies ⚡ Claim
UK farm subsidy schemes — SFI, Countryside Stewardship, payment rates, eligibil…
A 86 5⁄5 ◎ ⏳ 96 80 91 79 81 —
16991
AIDataNordic
Semantic search over Nordic filings, press releases, macro data and electricity…
A 86 5⁄5 ◎ ⏳ 94 100 74 78 81 —
16992
QasperAI
qasper Claim 1
Discover and book businesses via AI agents.
A 86 5⁄5 ◎ ⏳ 100 100 90 46 81 —
16993
haoyifan
Silicon-Pantheon ⚡ Claim 2
Turn-based strategy game where AI agents (Claude, GPT, Grok) are the players an…
A 85 5⁄5 ◎ ⏳ 90 86 100 63 81 —
16994
srotzin
Per-agent rate limits and quota enforcement for the Hive A2A economy
A 85 5⁄5 ◎ ⏳ 90 80 100 69 81 —
16995
spfunctions
Calibrated world model for AI agents from 9,700+ prediction markets. 16 MCP too…
A 85 5⁄5 ◎ ⏳ 96 82 90 70 81 —
16996
danboabes
MCPDomain ⚡ Claim
Buy & manage domains from any AI chat: availability, register, DNS, email forwa…
A 85 5⁄5 ◎ ⏳ 92 100 100 41 81 —
16997
AIDataNordic
Semantic search across 50,000+ food recipes with hybrid retrieval and reranking.
A 85 5⁄5 ◎ ⏳ 94 90 84 69 81 —
16998
4dmrkey
Real-time crypto news, analysis, and price predictions for AI agents via MCP.
A 85 5⁄5 ◎ ⏳ 96 96 91 52 81 —
16999
srotzin
Service level agreement monitoring for the Hive agent fleet
A 85 5⁄5 ◎ ⏳ 90 80 100 69 81 —
17000
Negimaru1025
HoShy Claim
Search Rakuten Ichiba products and compare prices via Claude. Zero setup, no AP…
A 85 5⁄5 ◎ ⏳ 90 93 100 52 81 —
Showing 16951–17000 of 69182 servers
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