MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 29101 |
Tenant Launchpad
Claim
Create and launch new tenants with admin setup and starter templates. Authentic…
|
D 40 2⁄5 | ||||||||
| 29102 |
Free AI-powered lead generation. 4 tools: business search, contact enrichment, …
|
D 40 2⁄5 | ||||||||
| 29103 |
Method CRM
Claim
Manage customer relationship data by performing CRUD operations on tables and h…
|
D 40 2⁄5 | ||||||||
| 29104 |
MCP for public datasets OpenDOSM (Developed by Seah Boon Keong)
What it delive…
|
D 40 2⁄5 | ||||||||
| 29105 |
Parsel
Claim
Parse logistics PDFs (Bills of Lading, customs declarations, invoices) into DCS…
|
D 40 2⁄4 | ||||||||
| 29106 |
Glazyr Viz
Claim
Glazyr Viz bypasses fragile DOM scraping and Cloudflare blocks by feeding raw C…
|
D 40 2⁄5 | ||||||||
| 29107 |
Arize AX
Claim
Search the Arize AX knowledge base to find code examples, API references, and i…
|
D 40 2⁄5 | ||||||||
| 29108 |
312K+ FL commercial parcels, 6,400+ verified listings, AI visibility reports, x…
|
D 40 2⁄4 | ||||||||
| 29109 |
Computer-mcp
Claim
|
D 40 2⁄5 | ||||||||
| 29110 |
Monitor websites, APIs, and services with 44 tools across 22 protocols (HTTP, T…
|
D 40 2⁄5 | ||||||||
| 29111 |
MCP server for Lightning Tools — pay-per-call AI tools via Bitcoin Lightning
|
D 40 2⁄4 | ||||||||
| 29112 |
Vettly
Claim
Moderate text, image, and video content against custom safety policies to ensur…
|
D 40 2⁄5 | ||||||||
| 29113 |
Hosted MCP server for denial risk, prior authorization, reimbursement scoring, …
|
D 40 2⁄5 | ||||||||
| 29114 |
openlegi
Claim
Serveur MCP pour les sources juridiques suivantes :
- Legifrance
- Judilibre
-…
|
D 40 2⁄5 | ||||||||
| 29115 |
OpenClaw FinOps
Claim
Verified cloud cost forecasting for AI agents. AWS, GCP, Azure pricing matrix.
|
D 40 2⁄4 | ||||||||
| 29116 |
Browserbase
Claim
Automate web browsing and interaction to streamline complex online tasks. Extra…
|
D 40 2⁄5 | ||||||||
| 29117 |
Transloadit MCP Server
Claim
Official Transloadit MCP server for AI agents. Process video, images, documents…
|
D 40 2⁄5 | ||||||||
| 29118 |
gyotak-fish-market
Claim
Sashimi-grade flash-frozen fish from Hua Hin, Thailand. Search inventory, check…
|
D 40 2⁄5 | ||||||||
| 29119 |
Jeeva Jyotish
Claim
Sourced Vedic astrology (Jyotish) answers: effects, factors and yogas, cited to…
|
F 39 3⁄5 | ||||||||
| 29120 |
Pre-backlog idea management with decision tracking, signals, and RICE scoring.
|
F 39 4⁄5 | ||||||||
| 29121 |
STIL lab at ETS Montreal — knowledge base and paper search via ArXiv and Semant…
|
F 38 2⁄5 | ||||||||
| 29122 |
Build and host full-stack apps from a prompt, with agents that reach you on Wha…
|
F 38 3⁄5 | ||||||||
| 29123 |
Automate video creation and editing workflows by rendering scenes, templates, a…
|
F 36 4⁄5 | ||||||||
| 29124 |
Conduct comprehensive literature reviews efficiently by searching research pape…
|
F 35 3⁄3 | ||||||||
| 29125 |
Turf Network
Claim
Get real-time market data across global equities and crypto to accelerate inves…
|
F 35 3⁄3 | ||||||||
| 29126 |
Tavily
Claim
Search the web for high-quality, up-to-date results, extract clean content, cra…
|
F 35 3⁄3 | ||||||||
| 29127 |
Immolog MCP SSE Server
Claim
Provide a specialized MCP server using Server-Sent Events (SSE) to integrate Im…
|
F 35 3⁄3 | ||||||||
| 29128 |
Unified MCP gateway to Algeria TKAWEN ecosystem: commerce, certification and AI…
|
F 35 3⁄5 | ||||||||
| 29129 |
Search meeting transcripts, summaries and topics, and create follow-up tasks in…
|
F 34 2⁄5 | ||||||||
| 29130 |
Agent continuity audits, referrals, sponsor packets, and Stripe Checkout for Co…
|
F 34 2⁄5 | ||||||||
| 29131 |
Federal contract intelligence: $7T+ awards, SAM.gov opps, pWin verdicts, recomp…
|
F 34 2⁄5 | ||||||||
| 29132 |
Async video interviews: send a link, get short video answers with transcripts a…
|
F 34 2⁄5 | ||||||||
| 29133 |
See what's left this period, log spending, and manage your Budgey budget.
|
F 34 2⁄5 | ||||||||
| 29134 |
Business Observability: process inventory, AP risk, sales temperature, savings.…
|
F 34 2⁄5 | ||||||||
| 29135 |
Vietnam VPS via VietQR — create a machine and put an app online.
|
F 34 2⁄5 | ||||||||
| 29136 |
Design and run AI-moderated voice, chat and video research studies, recruit pan…
|
F 34 2⁄5 | ||||||||
| 29137 |
Task management your AI agents can actually run. One line becomes a context-rea…
|
F 34 2⁄5 | ||||||||
| 29138 |
Email validation for Claude and any MCP client — verdicts with evidence, bulk j…
|
F 34 2⁄5 | ||||||||
| 29139 |
Zhihu public hot-list, content, creator, comment, and reply tools.
|
F 34 2⁄5 | ||||||||
| 29140 |
An agent-native database over MCP: shared, validated, structured records in eve…
|
F 34 2⁄5 | ||||||||
| 29141 |
Your own Bilance finances: balances, transactions, budgets, recurring payments,…
|
F 34 2⁄5 | ||||||||
| 29142 |
MCP server registry — validated by live handshake, scored on reliability, monit…
|
F 34 2⁄5 | ||||||||
| 29143 |
wFirma.pl (Polish accounting) via MCP: invoices, contractors, payments, reports…
|
F 34 2⁄5 | ||||||||
| 29144 |
Search and read the latest news in chat.
|
F 34 2⁄5 | ||||||||
| 29145 |
Create schemas and read, write, and organize structured records in EasyData.
|
F 34 2⁄5 | ||||||||
| 29146 |
Truth-validated, SHA-512-sealed AI memory for Claude & Cursor. Free tier, OAuth…
|
F 34 2⁄5 | ||||||||
| 29147 |
Patent & trademark IP search — patents, assignees, and inventors via Google Pat…
|
F 34 2⁄5 | ||||||||
| 29148 |
MCP server: AI-agent access to Chinese social & trend signals — Douyin, Weibo, …
|
F 34 2⁄5 | ||||||||
| 29149 |
Best Image and video generation: 20+ models (Kling, Seedance, Veo, NB, FLUX.2),…
|
F 34 2⁄5 | ||||||||
| 29150 |
B2B prospecting from your Enginy workspace: find, enrich, and reach contacts an…
|
F 34 2⁄5 | ||||||||