MCP Server Quality Scores

Independent quality analysis of 69419 public MCP servers

69419
Discovered
→
34036
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 42 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
31851
Portamora Claim 1
Discover atmospheric 3D worlds, read controls, and build and publish authorized…
F 34 2⁄5 ◔ — — 0 — 67 —
31852
FilmeeAi Claim 1
Turn a one-line story idea into a narrated anime video with BGM and subtitles, …
F 34 2⁄5 ◔ — — 0 — 67 —
31853
Aevia Claim 1
AI-powered life cycle assessment and modelling: connect to LCA databases, build…
F 34 2⁄5 ◔ — — 0 — 67 —
31854
SuperBot Claim 1
Read your SuperBot support conversations, find unanswered questions, and teach …
F 34 2⁄5 ◔ — — 0 — 67 —
31855
New jobs (facts and links) from public Greenhouse and Ashby job boards, with a …
F 34 2⁄5 ◔ — — 0 — 67 —
31856
Evidence-gated quant research for TradingView Pine Script strategies, run from …
F 34 2⁄5 ◔ — — 0 — 67 —
31857
HRUM 바로 Claim 1
Draft copy and design changes for a 바로 site; only the site owner can publish th…
F 34 2⁄5 ◔ — — 0 — 67 —
31858
CommonTape Claim 1
Quote, hold and book US house cleaning jobs on a customer's behalf, at each bus…
F 34 2⁄5 ◔ — — 0 — 67 —
31859
MCP foncier & urbanisme officiels francais (cadastre, PLU, DVF). LexIA Pro, EDI…
F 34 2⁄5 ◔ — — 0 — 67 —
31860
QuintaDB Claim 1
No-code databases, forms, portals and AI sites. Manage records and automation v…
F 34 2⁄5 ◔ — — 0 — 67 —
31861
Security & DLP proxy for MCP: tool-poisoning scans, PII redaction on tool args/…
F 34 2⁄5 ◔ — — 0 — 67 —
31862
Split affiliate platform: creators earn on product links, brands run creator ca…
F 34 2⁄5 ◔ — — 0 — 67 —
31863
sourcegraph-community
Sourcegraph code search, semantic search, go-to-definition, find-references, an…
F 34 4⁄5 ◔ ⏳ 32 — 0 19 81 —
31864
sharepa Claim 1
Put an HTML or React artifact online as a web page with its own address, passwo…
F 34 2⁄5 ◔ — — 0 — 67 —
31865
AI-Translators Claim 1
Transcribe, subtitle and dub videos into 100+ languages, and translate text.
F 34 2⁄5 ◔ — — 0 — 67 —
31866
Pre-transaction risk screening for Ethereum addresses: signed score, sanctions,…
F 34 2⁄5 ◔ — — 0 — 67 —
31867
OpenAlex academic papers, authors and citations search via the official API. Ru…
F 34 2⁄5 ◔ — — 0 — 67 —
31868
Fikst Claim 1
CRM and field service for Dutch installation companies. Configure your whole en…
F 34 2⁄5 ◔ — — 0 — 67 —
31869
NFL MCP Claim 1
NFL analytics tools for AI agents: stats, fantasy, injuries, schedules, and adv…
F 34 2⁄5 ◔ — — 0 — 67 —
31870
bilg Claim 1
Shared memory for coding agents and their teams: docs, epics, tasks and decisio…
F 34 2⁄5 ◔ — — 0 — 67 —
31871
Sancera Claim 1
Official statistics, registers and market data for Sweden, the Nordics and the …
F 34 2⁄5 ◔ — — 0 — 67 —
31872
1ClickWebsite Claim 1
Build and edit WordPress websites for local service businesses and run Lead Gen…
F 34 2⁄5 ◔ — — 0 — 67 —
31873
Mukala Claim 1
Approval-first store operator MCP: drafts, reads, and shop tools. You still app…
F 34 2⁄5 ◔ — — 0 — 67 —
31874
Clment Claim 1
Contract review that keeps your contracts: cited answers, Word redlines, key-da…
F 34 2⁄5 ◔ — — 0 — 67 —
31875
Vistazo Claim 1
An analytics workspace where teams and agents collaborate to build dashboards a…
F 34 2⁄5 ◔ — — 0 — 67 —
31876
xiaobenyang-com
Discover and filter Hacker News content to find the most relevant stories, comm…
F 32 3⁄3 ◔ ⏳ — 0 0 — 95 —
31877
stripe
mcp ✓ ⚡ Claim
MCP server integrating with Stripe - tools for customers, products, payments, a…
F 32 3⁄5 ◔ ⏳ — 10 0 — 86 —
31878
ebartan
Provide a flexible and extensible server implementation for the Model Context P…
F 32 3⁄3 ◔ ⏳ — 0 0 — 95 —
31879
chris
serena Claim
Speed up development by navigating and modifying large codebases with IDE-like …
F 32 3⁄3 ◔ ⏳ — 0 0 — 95 —
31880
Yi-FSA
Send friendly greetings, perform quick calculations, check Korea’s current time…
F 32 3⁄3 ◔ ⏳ — 0 0 — 95 —
31881
xiaobenyang-com
time-mcp Claim
Get the current time, timestamps, and days in any month. Convert times across t…
F 32 3⁄3 ◔ ⏳ — 0 0 — 95 —
31882
xiaobenyang-com
read-website Claim
Extract website content quickly for research and analysis. Read documentation, …
F 32 3⁄3 ◔ ⏳ — 0 0 — 95 —
31883
descope-sample-apps
Descope MCP Server ⚡ Claim
Interact with Descope's Management APIs to manage users, audit, and more.
F 32 3⁄5 ◔ ⏳ — 10 0 — 86 —
31884
Br0ski777
Web search returning structured results — titles, URLs, snippets. x402 micropay…
F 32 4⁄5 ◔ ⏳ 24 0 — 21 81 —
31885
letta-ai
memory-mcp Claim 1
MCP server for AI memory management using Letta - Standard MCP format
F 31 3⁄3 ◔ ⏳ — 10 0 — 83 —
31886
suseendar1414
auditsnap Claim
Helps AI assistants identify Xero audit trail gaps, generate year-end checklist…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31887
FaresYoussef94
A fully managed remote MCP server that provides up-to-date documentation, code …
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31888
cameronapak
Bible MCP Claim
Get Scripture from the Bible using Bible MCP. Thank you to AO Lab for the Fre…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31889
jamesmorgs14
Give your AI agent a body. Post real-world tasks such as deliveries, photogra…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31890
axel-belfort
NFT metadata lookup API for AI agents. Get name, image URL, attributes, descrip…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31891
imviky-zzzr
Real-time status, pricing, and inference latency for 90+ AI tools. Agent-report…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31892
coupang-mcp
Coupang Claim
Search and browse products on Coupang to find competitive prices and daily disc…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31893
rainbowgore
Tracks tech news and web signals to identify unannounced product launches. Anal…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31894
MyceliumLabs
Prospector Claim
Locates contact information for potential leads across various platforms. Strea…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31895
hexiaochun
xSkill AI Claim
AI content generation toolkit with 50+ models. Image/video generation (Seedance…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31896
node2flow
Notion Claim 1
MCP server for Notion API — manage pages, blocks, databases, data sources, comm…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31897 F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31898
bartek-ywte
gaproll Claim
EU Directive 2023/970 (Pay Transparency) compliance tools for Polish employers.…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31899
kindrat86
GitHub signals for VC deal flow: trending startups, commit velocity, contributo…
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
31900
saberapp
Saber Claim
Sales intelligence — research companies, qualify prospects, and find contacts.
F 30 3⁄5 ◔ ⏳ — 10 0 — 81 —
Showing 31851–31900 of 69419 servers
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