MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31841
Scored
2112
Verified
16953
Complete

Last updated 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
25751
AFMR Discovery Claim 1
Read AFMR failure modes and discover scoped attestation and lift-evidence contr…
B 83 25 100 67
25752
indicateio
Indicate Claim
AI-powered intelligence for your development workflow via Indicate.
B 83 35 84 85 81
25753
cbm Claim 1
Calculate shipment volume (CBM/CFT), weight, and how cargo fits standard shippi…
B 83 25 100 67
25754
Cocktail Glass Claim 1
Search 500 cocktail recipes, get full recipes, find drinks by ingredient, sugge…
B 83 25 99 67
25755
FinalPeace Claim 1
State document requirements for all 50 US states, an after-a-loss checklist, an…
B 83 25 99 67
25756
momentic Claim 1
Free SEO, GEO, and AEO audits: analyze any page or domain, AI-crawler access, a…
B 83 25 100 67
25757
Systematic medical reviews and evidence-based healthcare research
B 83 25 100 67
25758
Licium-ai
Licium Claim
Delegate to specialist agents, search MCP tools, and access real-time data APIs…
B 83 35 80 88 81
25759
benseverndev-oss
GoldenPipe Claim
One command to validate, transform, and deduplicate — chain GoldenCheck + Flow …
B 83 35 72 97 81
25760
Active wildfire incidents from the National Interagency Fire Center
B 83 25 100 67
25761
AI Dev Jobs Claim 1
MCP for 8,700+ current AI jobs. 13 tools: search, match, salaries, companies, c…
B 83 25 99 67
25762
Schimmilab
Enables AI-powered building, optimization, debugging, and management of n8n wor…
B 83 34 90 74 81
25763
Data APIs SEC Event Intelligence API for SEC API/EDGAR filings, OpenAPI, MCP, A…
B 83 25 100 67
25764
Spix-HQ
spix-mcp Claim 1
Give AI agents a real phone number and voice. Make outbound calls, handle inbou…
B 83 34 96 66 81
25765
Munich social media marketing agency: info, services, case studies, content sea…
B 83 25 100 67
25766
Quote, purchase, and track custom 3D prints from AIURION in San Francisco.
B 83 25 100 67
25767
FBI Crime Data Claim 1
Crime estimates by type, state arrest data, and national crime trends from the …
B 83 25 100 67
25768
Job descriptions, skills, education requirements, and wage data
B 83 25 100 67
25769
googlebot Claim 1
Validate whether an IP address belongs to Googlebot. Remote MCP server exposing…
B 83 25 100 67
25770
verify Claim 1
Runs your code against a contract; returns HELD or BROKE at the exact input. De…
B 83 25 99 67
25771
PubMed
Search biomedical literature, get article details, find related articles, and e…
B 83 25 100 67
25772
IP Address API Claim 1
What's My IP Address: caller's public IP, ASN, geo, timezone, user-agent, heade…
B 83 25 100 67
25773
parkinzi Claim 1
Live Saudi smart-parking data: spots, EV chargers, stats, and blog. Read-only, …
B 83 25 100 67
25774
Live x402 endpoint trust/diligence check before you pay it. $0.02/call via x402.
B 83 25 99 67
25775
snenenenenenene
Visa eligibility matcher and immigration intelligence for MCP-compatible AI ass…
B 83 35 74 93 81
25776
mcp Claim 1
Live US drug acquisition costs (CMS NADAC) for AI assistants. Free, no auth, we…
B 83 25 100 67
25777
catchr Claim 1
Instant no-signup webhook & HTTP-request inspector for testing webhooks and age…
B 83 25 100 67
25778
FDIC BankFind Claim 1
Bank financials, branch locations, deposit data, and failure history from FDIC
B 83 25 100 67
25779
Unemployment rates, labor force, and Consumer Price Index from the Bureau of La…
B 83 25 100 67
25780
Higher education data: tuition, graduation rates, and earnings
B 83 25 100 67
25781
Uneed Claim 1
Search uneed.best's curated product directory: launches, rankings, deals and al…
B 83 25 100 67
25782
Misconception detection for AP Chemistry & Physics 1. 90% catch rate vs 24% bas…
B 83 25 100 67
25783
Fair Market Rents, income limits, public housing, vouchers, and homeless counts
B 83 25 100 67
25784
cemalturkcan
MariaDB MCP Server Claim 1
Enables AI assistants to securely interact with MariaDB and MySQL databases usi…
B 83 34 94 69 81
25785
promptsharp Claim 1
Professional prompt library over remote MCP: 13 verticals, free discovery scope.
B 83 25 99 67
25786
School enrollment, graduation rates, demographics, finance, and Title I data
B 83 25 100 67
25787
needmoar.games Claim 1
Ranks Steam games by how much players like them, learned from head-to-head duel…
B 83 35 93 89 67
25788
freight-intel Claim 1
Freight carrier intel: new FMCSA authority feed, carrier lookup by DOT/MC, safe…
B 83 25 100 67
25789
twitter Claim 1
X (formerly Twitter): X (formerly Twitter) public and private data API for sear…
B 83 25 100 67
25790
Instagram Private Profile Viewer: With Instagram Private Profile Viewer API, yo…
B 83 25 99 67
25791
agentfulfyl Claim 1
Research storefront for AI agents: fixed GBP prices, evidence ledgers, citation…
B 83 25 100 67
25792
stock-signal-kr Claim 1
Korea stock (KOSPI/KOSDAQ) bottom/top signals: verdict + score, scans. Pay-per-…
B 83 25 100 67
25793
Nursing care plans for students: diagnoses, SMART goals, interventions with rat…
B 83 25 100 67
25794
ThinkPattern Claim 1
Grounded, attributed news: what happened, which outlets reported it, and how ma…
B 83 25 100 67
25795
whatsapp-wyjbao Claim 1
WhatsApp: The WhatsApp Profile Data API lets you programmatically fetch a user’…
B 83 25 99 67
25796
IP Geolocation: This API provides fast, reliable, and developer-friendly IP geo…
B 83 25 99 67
25797
Search, inspect and invoke every public tool on Invokera through one MCP connec…
B 83 25 100 67
25798
Historical crypto investment and retirement calculators with cited market data.
B 83 25 100 67
25799
State-by-state LLC dissolution: exact fees, forms, official state links. Not le…
B 83 25 100 67
25800
AI API Radar Claim 1
Live LLM API price + status radar across 11 providers, with public per-model pr…
B 83 25 100 67
Showing 25751–25800 of 66534 servers
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