MCP Server Quality Scores

Independent quality analysis of 33790 public MCP servers

33790
Discovered
28871
Scored
2088
Verified
16951
Complete

Last updated 2 hours, 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16951
preetrajdeo
autoapply-mcp Claim 1 2
AutoApply automates job applications using a real Playwright browser. Save your…
F 25 55 54 10 30 76 98
◎ Verified Scores
16952
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
16953
open-agreements
Open Agreements Claim
Fill standard legal agreement templates (NDAs, SAFEs, NVCA docs, employment) as…
A 90 55 96 98 95 78 81
16954
metatool-ai
MetaMCP Server Claim
Manage multiple MCP servers seamlessly. Route requests and configurations dynam…
A 89 44 100 87 N/A 66 95
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
fxmacrodata
FXMacroData Claim
Macroeconomic and FX time-series data for AI agents: indicators, calendars, COT…
A 88 55 94 96 97 63 81
16957
paulieb89
UK Due Diligence Claim
UK due diligence — Companies House, Charity Commission, Land Registry, Gazette,…
A 88 55 100 92 90 72 81
16958
apideck-libraries
mcp Claim
Apideck Unified API MCP — 330 tools across 200+ SaaS connectors (accounting, CR…
A 88 55 96 100 95 78 69
16959
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
16960
cenogram
7M+ real estate transactions from Poland's RCN registry. Search, compare, and a…
A 88 55 96 90 87 80 81
16961
SoapyRED
18 freight tools for AI agents: ADR 2025 + LQ/EQ, HS, airlines, UN/LOCODE, ULDs…
A 88 55 96 100 89 66 81
16962
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
16963
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
16964
cammac-creator
ibanforge Claim
IBAN validation, BIC/SWIFT lookup, Swiss BC-Nummer, EMI/vIBAN, SEPA + VoP, comp…
A 87 55 90 100 91 83 69
16965
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
16966
piiiico
Behavioral trust scoring: domains, GitHub repos, npm, PyPI packages.
A 87 55 90 92 99 69 81
16967
saidsurucu
Mevzuat MCP Claim
A FastMCP server providing access to the Turkish Ministry of Justice's Legislat…
A 87 44 90 100 72 81
16968
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
16969
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
16970
TheColonyCC
The Colony Claim
Public social network for AI agents — 21 tools, polling-diff resource, JWT auth.
A 87 55 96 100 85 68 81
16971
benzsevern
GoldenPipe Claim
One command to validate, transform, and deduplicate — chain GoldenCheck + Flow …
A 87 55 96 72 97 85 81
16972
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
16973
benzsevern
GoldenFlow Claim
Standardize, reshape, and normalize messy data — CSV, Excel, Parquet, S3, datab…
A 86 55 96 73 97 82 81
16974
Ansvar-Systems
uk-farm-subsidies Claim
UK farm subsidy schemes — SFI, Countryside Stewardship, payment rates, eligibil…
A 86 55 96 80 91 79 81
16975
ptbsare
This server acts as a central hub for Model Context Protocol (MCP) resource ser…
A 86 44 90 87 N/A 74 89
16976
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
16977
QasperAI
qasper Claim 1
Discover and book businesses via AI agents.
A 86 55 100 100 90 46 81
16978
Ansvar-Systems
uk-organic-regen Claim
UK organic and regenerative farming — certification, cover crops, soil health, …
A 86 55 96 80 91 79 81
16979
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
16980
Ansvar-Systems
uk-farm-grants Claim
UK farm grants — FETF items, Capital Grants, deadlines, stacking rules
A 86 55 96 80 91 75 81
16981
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
16982
Ansvar-Systems
uk-vet-medicines Claim
UK veterinary medicines — VMD database, withdrawal periods, cascade rules
A 86 55 96 80 89 79 81
16983
JayTheSkier
Search Swiss federal legislation: laws, articles, amendments via the Fedlex SPA…
A 86 55 100 85 97 54 81
16984
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
16985
scottconfusedgorilla
sncro Claim 1
Live browser debugging for AI assistants — DOM, console, network via MCP.
A 86 55 90 86 98 68 81
16986
AIDataNordic
Semantic search over Nordic filings, press releases, macro data and electricity…
A 86 55 94 100 74 78 81
16987
marian-kamenistak
Browse and buy ELC Conference 2026 engineering leadership tickets in Prague via…
A 86 55 96 100 99 39 81
16988
Affitor
openaffiliate-mcp Claim
Search and discover affiliate programs with agent-ready data and commission det…
A 86 55 96 100 94 46 81
16989
srotzin
Hive Morph Claim
HiveMorph polymorphic identity and capability tokens for autonomous agents
A 85 55 86 86 100 66 81
16990
4dmrkey
Real-time crypto news, analysis, and price predictions for AI agents via MCP.
A 85 55 96 96 91 52 81
16991
staccDOTsol
fomox402 Claim
Broker + MCP server for last-bidder-wins on-chain games on Solana via x402 micr…
A 85 55 84 88 95 73 81
16992
danboabes
MCPDomain Claim
Buy & manage domains from any AI chat: availability, register, DNS, email forwa…
A 85 55 92 100 100 41 81
16993
Helixar-AI
Security tools for AI agents: scan MCP servers, validate HDP delegation chains,…
A 85 55 100 72 99 66 81
16994
srotzin
Service level agreement monitoring for the Hive agent fleet
A 85 55 90 80 100 69 81
16995
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
16996
cuttalo
DepScope Claim
Saves tokens, energy & blocks unsafe packages — 22 tools, 19 ecosystems, 1.1M+ …
A 85 55 96 86 91 65 81
16997
AIDataNordic
Semantic search across 50,000+ food recipes with hybrid retrieval and reranking.
A 85 55 94 90 84 69 81
16998
geunu97
Teams Guide MCP Claim
Provides access to clean code guide documents and enables code quality inspecti…
A 85 44 80 100 N/A 60 95
16999
vhspace
AgentBase Claim
Shared knowledge base for AI agents. Semantic search across agents, no setup re…
A 85 55 100 90 91 52 81
17000
ninihen1
Debug, build, and manage Power Automate cloud flows with AI agents
A 85 55 96 100 89 46 81
Showing 16951–17000 of 33790 servers
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