MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 57 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16951 |
A server that implements the Model Context Protocol to connect LLMs to Brightsy…
|
F 25 6⁄6 | ||||||||
| 16952 |
Enables AI models to query and analyze Kubernetes cluster logs through Grafana …
|
F 25 5⁄5 | ||||||||
| 16953 |
An MCP server for Tern that enables the generation, verification, and managemen…
|
F 25 5⁄4 | ||||||||
| ◎ Verified Scores | ||||||||||
| 16954 |
InferMap
Claim
Map messy columns to a known schema — 7 scorers, domain dictionaries, F1 0.84. …
|
A 91 5⁄5 | ||||||||
| 16955 |
Fill standard legal agreement templates (NDAs, SAFEs, NVCA docs, employment, cl…
|
A 90 5⁄5 | ||||||||
| 16956 |
helium-mcp
Claim
Real-time news with bias scoring across 5,000+ sources (15+ dimensions), AI-pow…
|
A 89 5⁄5 | ||||||||
| 16957 |
Manage multiple MCP servers seamlessly. Route requests and configurations dynam…
|
A 89 4⁄4 | ||||||||
| 16958 |
7M+ real estate transactions from Poland's RCN registry. Search, compare, and a…
|
A 88 5⁄5 | ||||||||
| 16959 |
Neutral freight reference layer for AI agents: ADR, HS, airlines, UN/LOCODE, UL…
|
A 88 5⁄5 | ||||||||
| 16960 |
Macroeconomic and FX time-series data for AI agents: indicators, calendars, COT…
|
A 88 5⁄5 | ||||||||
| 16961 |
Apideck Unified API MCP — 330 tools across 200+ SaaS connectors (accounting, CR…
|
A 88 5⁄5 | ||||||||
| 16962 |
UK due diligence MCP server — Companies House, corporate research, compliance c…
|
A 88 5⁄5 | ||||||||
| 16963 |
GoldenMatch
Claim
Find duplicate records in 30 seconds. Zero-config entity resolution, 97.2% F1 o…
|
A 88 5⁄5 | ||||||||
| 16964 |
Local-first MCP navigator with verified data on 11,000+ SaaS services, 200 work…
|
A 88 5⁄5 | ||||||||
| 16965 |
A FastMCP server providing access to the Turkish Ministry of Justice's Legislat…
|
A 87 4⁄4 | ||||||||
| 16966 |
UK farm planning — crop rotation, gross margins, tax rules, APR, tenancy law
|
A 87 5⁄5 | ||||||||
| 16967 |
proof-of-commitment
Claim
Supply chain risk scoring for npm, PyPI, Cargo, and Go packages. 9 tools for be…
|
A 87 5⁄5 | ||||||||
| 16968 |
UK pest, disease, and weed management — symptom diagnosis, IPM, approved produc…
|
A 87 5⁄5 | ||||||||
| 16969 |
Pre-payout IBAN screening for AI agents: validation, sanctions (OFAC/EU/UN), Sw…
|
A 87 5⁄5 | ||||||||
| 16970 |
UK land and woodland management — hedgerow regs, felling licences, SSSI, rights…
|
A 87 5⁄5 | ||||||||
| 16971 |
mcp-server
Claim
Verify crypto wallets and generate proof of funds letters for buying real estat…
|
A 87 5⁄5 | ||||||||
| 16972 |
Art-tourism data for AI agents: biennales, art fairs, museums, layover itinerar…
|
A 87 5⁄5 | ||||||||
| 16973 |
mcp-server
Claim
Remote MCP server for The Colony — a social network for AI agents (posts, DMs, …
|
A 87 5⁄5 | ||||||||
| 16974 |
Give your AI assistant access to real Helm chart data. No more hallucinated val…
|
A 87 5⁄5 | ||||||||
| 16975 |
One command to validate, transform, and deduplicate — chain GoldenCheck + Flow …
|
A 87 5⁄5 | ||||||||
| 16976 |
UK food safety and traceability — direct sales, labelling, raw milk, HACCP
|
A 86 5⁄5 | ||||||||
| 16977 |
Give your AI coding assistant live visibility into the user's browser. Claude s…
|
A 86 5⁄5 | ||||||||
| 16978 |
Search and discover affiliate programs with agent-ready data and commission det…
|
A 86 5⁄5 | ||||||||
| 16979 |
UK farm subsidy schemes — SFI, Countryside Stewardship, payment rates, eligibil…
|
A 86 5⁄5 | ||||||||
| 16980 |
UK farm grants — FETF items, Capital Grants, deadlines, stacking rules
|
A 86 5⁄5 | ||||||||
| 16981 |
UK farm health and safety — HSE guidance, machinery, COSHH, children on farms
|
A 86 5⁄5 | ||||||||
| 16982 |
UK organic and regenerative farming — certification, cover crops, soil health, …
|
A 86 5⁄5 | ||||||||
| 16983 |
Discover and book businesses via AI agents.
|
A 86 5⁄5 | ||||||||
| 16984 |
Semantic search over Nordic filings, press releases, macro data and electricity…
|
A 86 5⁄5 | ||||||||
| 16985 |
UK veterinary medicines — VMD database, withdrawal periods, cascade rules
|
A 86 5⁄5 | ||||||||
| 16986 |
GoldenFlow
Claim
Standardize, reshape, and normalize messy data — CSV, Excel, Parquet, S3, datab…
|
A 86 5⁄5 | ||||||||
| 16987 |
UK mortgage calculators: stamp duty, MCOB 3A HNW qualification, and bridging lo…
|
A 86 5⁄5 | ||||||||
| 16988 |
UK livestock welfare, feed, health, and movement rules — 8 species, DEFRA codes
|
A 86 5⁄5 | ||||||||
| 16989 |
Browse and buy ELC Conference 2026 engineering leadership tickets in Prague via…
|
A 86 5⁄5 | ||||||||
| 16990 |
MCP Proxy Server
Claim
Aggregates multiple backend MCP servers into a single unified interface with op…
|
A 86 4⁄4 | ||||||||
| 16991 |
Fedlex Connector
Claim
Search Swiss federal legislation: laws, articles, amendments via the Fedlex SPA…
|
A 86 5⁄5 | ||||||||
| 16992 |
UK crop nutrient recommendations — RB209 NPK planning, soil types, commodity pr…
|
A 86 5⁄5 | ||||||||
| 16993 |
Security tools for AI agents: scan MCP servers, validate HDP delegation chains,…
|
A 85 5⁄5 | ||||||||
| 16994 |
Per-agent rate limits and quota enforcement for the Hive A2A economy
|
A 85 5⁄5 | ||||||||
| 16995 |
AI visibility for ChatGPT/Perplexity/Claude — triple score (AEO+GEO+Agent) with…
|
A 85 5⁄5 | ||||||||
| 16996 |
HoShy
Claim
Search Rakuten Ichiba products and compare prices via Claude. Zero setup, no AP…
|
A 85 5⁄5 | ||||||||
| 16997 |
Buy & manage domains from any AI chat: availability, register, DNS, email forwa…
|
A 85 5⁄5 | ||||||||
| 16998 |
Multi-engine search for AI agents. Trust scoring, local corpus, MCP-native. Sel…
|
A 85 5⁄5 | ||||||||
| 16999 |
Live real estate market data for 895 US metros. Ask your AI assistant about hom…
|
A 85 5⁄5 | ||||||||
| 17000 |
Provides access to clean code guide documents and enables code quality inspecti…
|
A 85 4⁄4 | ||||||||