MCP Server Quality Scores

Independent quality analysis of 69313 public MCP servers

69313
Discovered
→
33947
Scored
→
2112
Verified
→
16953
Complete

Last updated 5 hours, 39 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
26051
blicht MCP Claim 1
blicht.com knowledge platform: full-text search + Markdown articles (e-commerce…
B 82 2⁄5 ◔ — — 98 — 67 —
26052
The Stall Claim 1
277 pay-per-call MCP tools: YouTube keyword research, stocks, crypto, DeFi, opt…
B 82 3⁄5 ◔ — 88 92 — 67 —
26053
3-of-5 coalition puzzle bounty for AI agents: 3 distinct agents combine. PLAY m…
B 82 2⁄5 ◔ — — 96 — 67 —
26054
wadew
GitLab MCP Server ⚡ Claim
Enables AI assistants to interact seamlessly with self-hosted GitLab instances,…
B 82 3⁄4 ◔ ⏳ 92 — — 67 81 —
26055
Wallets, tokens, rug checks
B 82 2⁄5 ◔ — — 96 — 67 —
26056
Rules Lookup Claim 1
Read the rule itself instead of a summary of it.
B 82 2⁄5 ◔ — — 96 — 67 —
26057
ACC MCP Claim 1
Autodesk Construction Cloud via APS — projects, issues, RFIs, documents, submit…
B 82 2⁄5 ◔ — — 98 — 67 —
26058
AI YouTube thumbnails from GPT Image, Nano Banana, FLUX and more, side by side.…
B 82 2⁄5 ◔ — — 96 — 67 —
26059
Trickl Claim 1
Trickl for AI assistants: full docs, setup plans, and sandbox tools to test pur…
B 82 2⁄5 ◔ — — 97 — 67 —
26060
Squatch Stack Claim 1
Squatch Stack: a shop that opens in the chat, essays, and requests to the studi…
B 82 2⁄5 ◔ — — 96 — 67 —
26061
Search and read public Black Label Bots pages with source URLs.
B 82 2⁄5 ◔ — — 98 — 67 —
26062
SSTV Decoder Claim 1
Decode an SSTV audio recording and anchor its fingerprint and image hash to the…
B 82 2⁄5 ◔ — — 97 — 67 —
26063
Cloudflare Solver: Scraping API designed to bypass Cloudflare protection.
B 82 2⁄5 ◔ — — 96 — 67 —
26064
QuizBase Claim 2
MCP server for trivia: 1.4M+ questions (EN+PL), 24 categories, 12 tools + 4 pro…
B 82 3⁄5 ◔ — 86 92 — 67 —
26065
Free, no sign-in: favicons, web to Markdown, CSV to chart, text to speech, time…
B 82 2⁄5 ◔ — — 98 — 67 —
26066
Cocktail Glass Claim 1
Search 500 cocktail recipes, get full recipes, find drinks by ingredient, sugge…
B 82 2⁄5 ◔ — — 98 — 67 —
26067
momentic Claim 1
Free SEO, GEO, and AEO audits: analyze any page or domain, AI-crawler access, a…
B 82 2⁄5 ◔ — — 98 — 67 —
26068
Evidence-based register of known Copilot Studio errors and limits, with dated, …
B 82 2⁄5 ◔ — — 96 — 67 —
26069
Product Barcode API - camgoz.net: Provides information on products available in…
B 82 2⁄5 ◔ — — 96 — 67 —
26070
Search verified Greek vacation rentals with live availability, prices, policies…
B 82 2⁄5 ◔ — — 97 — 67 —
26071
Yappy Claim 1
Yappy for macOS (yappy.biz): release, pricing, features, requirements, Mac comp…
B 82 2⁄5 ◔ — — 98 — 67 —
26072
Shop Duty Desk Claim 1
Check the customs side of selling online across borders.
B 82 2⁄5 ◔ — — 97 — 67 —
26073
Deploy applications to Cloud Run
B 82 3⁄5 ◔ — 80 98 — 67 —
26074
lity Claim 1
AI legal copilot for foreigners in Spain: immigration and housing rental, cited…
B 82 3⁄5 ◔ — 90 88 — 67 —
26075
Check before you hire or pay an ERC-8004 agent on Base: track record, reputatio…
B 82 2⁄5 ◔ — — 98 — 67 —
26076
Search and read public BL Sign pages with source URLs.
B 82 2⁄5 ◔ — — 98 — 67 —
26077
One-call audit: robots.txt AI-bot rules, llms.txt, JSON-LD, meta tags, sitemap.…
B 82 2⁄5 ◔ — — 96 — 67 —
26078
Computes California state court deadlines and cites the code section behind eve…
B 82 2⁄5 ◔ — — 96 — 67 —
26079
Anonymous read-only Formula 1 tools, resources, prompts, completion, and intera…
B 82 2⁄5 ◔ — — 97 — 67 —
26080
Bitrix MCP Claim 1
MCP server that delivers up-to-date Bitrix24 REST API documentation.
B 82 3⁄5 ◔ — 86 93 — 67 —
26081
I manage your Support Agent CRM, pipeline analytics, follow-ups, Leads Discover…
B 82 2⁄5 ◔ — — 98 — 67 —
26082
haggl.ai Claim 1
Ask a merchant's haggl.ai sales agent for a personalized offer, then hand it to…
B 82 2⁄5 ◔ — — 96 — 67 —
26083
docs Claim 1
Search and read Hyperwave's published wavetable documentation.
B 82 2⁄5 ◔ — — 96 — 67 —
26084
CollegeCalcAI Claim 1
Admission chances at 1,100+ U.S. colleges, college list scoring, and federal ad…
B 82 2⁄5 ◔ — — 96 — 67 —
26085
aisha Claim 1
Verified local businesses, bookable by AI agents: services, prices, availabilit…
B 82 2⁄5 ◔ — — 98 — 67 —
26086
Scottpedia0
Access ⚡ Claim
Self-hosted credential store and API proxy for AI agents. One Bearer token, all…
B 82 3⁄4 ◔ ⏳ 90 — — 72 81 —
26087
Live Card Claim 1
Turn a cover and a short animation, supplied as HTML, into an Apple Live Photo,…
B 82 2⁄5 ◔ — — 98 — 67 —
26088
duckduckgo Claim 1
DuckDuckGo: The DuckDuckGo Search API is a tool that allows developers and busi…
B 82 2⁄5 ◔ — — 96 — 67 —
26089
dotsweep Claim 1
Domain availability across 1,200+ TLDs, with renewal price, minimum term and el…
B 82 2⁄5 ◔ — — 98 — 67 —
26090
Macro, rates, FX, crypto, DeFi and prediction markets from public sources. $0.0…
B 82 2⁄5 ◔ — — 98 — 67 —
26091
agendaforge Claim 1
Event management for organizers: events, sessions, speakers, agendas, forms, ap…
B 82 2⁄5 ◔ — — 98 — 67 —
26092
mcp Claim 1
Interact with your Google Bigtable resources using natural language commands.
B 82 3⁄5 ◔ — 80 99 — 67 —
26093
Find viral posts, outliers, hooks and ads on Instagram, TikTok, YouTube and Fac…
B 82 2⁄5 ◔ — — 96 — 67 —
26094
star-ga
mind-mem ⚡ Claim
Persistent, auditable memory for AI agents. Hybrid BM25 + vector recall with 18…
B 82 3⁄4 ◔ ⏳ 84 — — 81 81 —
26095
Pre-owned sneaker shop catalog: search in-stock shoes by keyword/brand/price, g…
B 82 3⁄5 ◔ — 86 93 — 67 —
26096
I do everything related to Google Docs
B 82 2⁄5 ◔ — — 98 — 67 —
26097
Pre-trade safety + wallets: Solana/EVM token risk, honeypots, counterparties, b…
B 82 2⁄5 ◔ — — 96 — 67 —
26098
FinalPeace Claim 1
State document requirements for all 50 US states, an after-a-loss checklist, an…
B 82 2⁄5 ◔ — — 98 — 67 —
26099
I use your linked Telegram MTProto session (Integrations → Telegram) to list gr…
B 82 2⁄5 ◔ — — 98 — 67 —
26100
Outreach Desk Claim 1
Score inbound recruiter and sales pitches on relevance, specificity, cadence an…
B 82 2⁄5 ◔ — — 96 — 67 —
Showing 26051–26100 of 69313 servers
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