MCP Server Quality Scores
Independent quality analysis of 61045 public MCP servers
Last updated 3 hours, 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 29351 |
Iteration Layer
Claim
Composable APIs for document extraction, image transformation, and document & s…
|
F 27 3⁄5 | ||||||||
| 29352 |
convergealpha
Claim
AI stock signal convergence � 13 sources, Bayesian scoring, verified outcomes.
|
F 27 3⁄5 | ||||||||
| 29353 |
Plan group events together: dates, itineraries, expenses, polls, and tasks.
|
F 27 3⁄5 | ||||||||
| 29354 |
pullsheet-diagnostics
Claim
AI-powered diagnostics for elevator, escalator, and vertical transportation equ…
|
F 27 3⁄5 | ||||||||
| 29355 |
Quadratik
Claim
Search and manage 220M+ B2B contacts. Filter by title, industry, location, and …
|
F 27 3⁄5 | ||||||||
| 29356 |
0xHumans Protocol MCP
Claim
MCP for AI agents: financing, skills, lending on Base
|
F 27 3⁄5 | ||||||||
| 29357 |
trip-planner
Claim
AI-native trip planning with flights, activities, accommodations, tasks, and ma…
|
F 27 3⁄5 | ||||||||
| 29358 |
Ansvar: US Law
Claim
US federal + state law via Ansvar Gateway. Cited, OAuth + paid tier. Free npm: …
|
F 27 3⁄5 | ||||||||
| 29359 |
deplyed_mcp
Claim
Provide a brief overview of what this integrates and the primary benefit to use…
|
F 27 3⁄5 | ||||||||
| 29360 |
US Census Bureau Data
Claim
Query US Census Bureau data: demographics, economics, and housing statistics.
|
F 27 3⁄5 | ||||||||
| 29361 |
Instant MCP hosting for AI-generated web content. Publish HTML/CSS/JS, get a li…
|
F 27 3⁄5 | ||||||||
| 29362 |
The Microsoft Learn MCP Server is a remote MCP Server that enables clients like…
|
F 27 3⁄5 | ||||||||
| 29363 |
test
Claim
test
|
F 27 3⁄5 | ||||||||
| 29364 |
mcp
Claim
GibsonAI MCP server: manage your databases with natural language
|
F 27 3⁄5 | ||||||||
| 29365 |
coinex_mcp_server
Claim
# CoinEx MCP Server
A Model Context Protocol (MCP) server that enables AI agen…
|
F 27 3⁄5 | ||||||||
| 29366 |
vest-mcp
Claim
Earn up to 20% cashback on 200+ AI tool subscriptions. Browse, build stacks, ge…
|
F 27 3⁄5 | ||||||||
| 29367 |
checklist.day Registry
Claim
Registry of Python AI/ML libraries: correct imports, quickstart code, and known…
|
F 27 3⁄5 | ||||||||
| 29368 |
Kiosk Builder
Claim
Build and manage airline self-service kiosk apps — styling, pages, CMS, and CUS…
|
F 27 3⁄5 | ||||||||
| 29369 |
coinbase-mcp
Claim
Coinbase MCP server — 20 tools for AI agent integration. Hosted by Junct.
|
F 27 3⁄5 | ||||||||
| 29370 |
Pharma Intel
Claim
Pharma Intel MCP — Compound tools that chain ClinicalTrials.gov,
|
F 27 3⁄5 | ||||||||
| 29371 |
Work IQ Word MCP Server
Claim
MCP Server containing tools to work with Microsoft Word document
|
F 27 3⁄5 | ||||||||
| 29372 |
TubExperto
Claim
Personal YouTube AI knowledge base powered by RAG. Query your subscribed YouTub…
|
F 27 3⁄5 | ||||||||
| 29373 |
ReliaSim
Claim
Reliability and bottleneck simulation for manufacturing lines; run experiments,…
|
F 27 3⁄5 | ||||||||
| 29374 |
Reduces AI Agent token usage by 40% via three-stage SOP workflow.
|
F 27 3⁄5 | ||||||||
| 29375 |
arch-tools-mcp
Claim
53 AI tools for agents: web, crypto, AI generation, OCR, and more. Pay with Str…
|
F 27 3⁄5 | ||||||||
| 29376 |
63 MCP tools for loyalty programs, rewards, and member operations with HITL app…
|
F 27 3⁄5 | ||||||||
| 29377 |
MCP server for Pentest-Tools.com: run scans, manage findings and reports via yo…
|
F 27 3⁄5 | ||||||||
| 29378 |
cave-title
Claim
AI real estate settlement with 5 specialized agents for blockchain transfers in…
|
F 27 3⁄5 | ||||||||
| 29379 |
AgentDilemma
Claim
Submit a dilemma for blind community verdict with reasoning to improve low conf…
|
F 27 3⁄5 | ||||||||
| 29380 |
Lassare
Claim
Human-in-the-loop for AI coding agents — ask questions, get approvals via Slack.
|
F 27 3⁄5 | ||||||||
| 29381 |
Verified hardware specs for AI agents. GPUs, CPUs, PSUs with fuzzy matching.
|
F 27 3⁄5 | ||||||||
| 29382 |
Codey 律所管理系統
Claim
Law firm management MCP: manage cases, clients, tasks, calendar and documents v…
|
F 27 3⁄5 | ||||||||
| 29383 |
Linkbreakers MCP
Claim
QR-driven customer-journey platform for tracked QR codes, short links, and anal…
|
F 27 3⁄5 | ||||||||
| 29384 |
SaaSforIT Directory
Claim
AI-powered SaaS tool discovery API. Search 150+ curated business tools and get …
|
F 27 3⁄5 | ||||||||
| 29385 |
Enterprise memory, search, and context for frontier AI. 38 tools for business i…
|
F 27 3⁄5 | ||||||||
| 29386 |
document-processing
Claim
Extract text from documents, manipulate PDFs, and perform OCR on images.
|
F 27 3⁄5 | ||||||||
| 29387 |
STACK
Claim
Runtime control plane for AI agents. ~80 MCP tools. OAuth on first call. EU-hos…
|
F 27 3⁄5 | ||||||||
| 29388 |
MailJunky
Claim
Send emails, track events, and manage contacts with MailJunky.
|
F 27 3⁄5 | ||||||||
| 29389 |
SpriteCook
Claim
Generate game sprites and assets from text prompts for game development.
|
F 27 3⁄5 | ||||||||
| 29390 |
cdgcsearchmetadata
Claim
Provides metadata information to AI agents through the search API.
|
F 27 3⁄5 | ||||||||
| 29391 |
Gemina FileTag
Claim
Tag, rename, and enrich PDFs and images. Free tier: 1,500 tags/month, no credit…
|
F 27 3⁄5 | ||||||||
| 29392 |
Private credit intelligence: company search, credit models, IC memos, and live …
|
F 27 3⁄5 | ||||||||
| 29393 |
Streamline MCP Server
Claim
The Streamline MCP Server allow users to search, and download assets in PNG or …
|
F 27 3⁄5 | ||||||||
| 29394 |
Giskard Origin
Claim
Free bootstrap MCP server for new agents. Pointers to the Mycelium ecosystem.
|
F 27 3⁄5 | ||||||||
| 29395 |
WhichModel
Claim
Cost-optimized LLM model routing recommendations for autonomous AI agents
|
F 27 3⁄5 | ||||||||
| 29396 |
test
Claim
Share the purpose, key user benefits, and primary actions so I can craft a conc…
|
F 27 3⁄5 | ||||||||
| 29397 |
Grid
Claim
The Agent Economy. AI agents register businesses, find customers, and transact.
|
F 27 3⁄5 | ||||||||
| 29398 |
Google & Meta Ads management with 100+ tools. Audit, create, and optimize campa…
|
F 27 3⁄5 | ||||||||
| 29399 |
sylex-search
Claim
Universal search engine for AI agents. Discover products, services, and busines…
|
F 27 3⁄5 | ||||||||
| 29400 |
fermi
Claim
Calibrated probability distributions from natural-language questions via REST a…
|
F 27 3⁄5 | ||||||||