MCP Server Quality Scores

Independent quality analysis of 61045 public MCP servers

61045
Discovered
30005
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
29351
iterationlayer
Composable APIs for document extraction, image transformation, and document & s…
F 27 35 0 0 81
29352
CrazymakER23
AI stock signal convergence � 13 sources, Bayesian scoring, verified outcomes.
F 27 35 0 0 81
29353
elseee
Plan group events together: dates, itineraries, expenses, polls, and tasks.
F 27 35 0 0 81
29354
joshuaworth
AI-powered diagnostics for elevator, escalator, and vertical transportation equ…
F 27 35 0 0 81
29355
quadratik-ai
Quadratik Claim
Search and manage 220M+ B2B contacts. Filter by title, industry, location, and …
F 27 35 0 0 81
29356
DavidOrpeli
MCP for AI agents: financing, skills, lending on Base
F 27 35 0 0 81
29357
astondg
trip-planner Claim
AI-native trip planning with flights, activities, accommodations, tasks, and ma…
F 27 35 0 0 81
29358
Ansvar-Systems
US federal + state law via Ansvar Gateway. Cited, OAuth + paid tier. Free npm: …
F 27 35 0 0 81
29359
janpansky
deplyed_mcp Claim
Provide a brief overview of what this integrates and the primary benefit to use…
F 27 35 0 0 81
29360
Taru0208
Query US Census Bureau data: demographics, economics, and housing statistics.
F 27 35 0 0 81
29361
suprraz
Instant MCP hosting for AI-generated web content. Publish HTML/CSS/JS, get a li…
F 27 35 0 0 81
29362
microsoft
The Microsoft Learn MCP Server is a remote MCP Server that enables clients like…
F 27 35 0 0 81
29363
mefta.sadat2
test Claim
test
F 27 35 0 0 81
29364
gibsonai
mcp Claim
GibsonAI MCP server: manage your databases with natural language
F 27 35 0 0 81
29365
helix-song
# CoinEx MCP Server A Model Context Protocol (MCP) server that enables AI agen…
F 27 35 0 0 81
29366
VestOSAI
vest-mcp Claim
Earn up to 20% cashback on 200+ AI tool subscriptions. Browse, build stacks, ge…
F 27 35 0 0 81
29367
kitxor
Registry of Python AI/ML libraries: correct imports, quickstart code, and known…
F 27 35 0 0 81
29368
elevation-ai
Build and manage airline self-service kiosk apps — styling, pages, CMS, and CUS…
F 27 35 0 0 81
29369
junct-bot
coinbase-mcp Claim
Coinbase MCP server — 20 tools for AI agent integration. Hosted by Junct.
F 27 35 0 0 81
29370
pipeworx-io
Pharma Intel Claim
Pharma Intel MCP — Compound tools that chain ClinicalTrials.gov,
F 27 35 0 0 81
29371
bap-microsoft
MCP Server containing tools to work with Microsoft Word document
F 27 35 0 0 81
29372
jupediaz
TubExperto Claim
Personal YouTube AI knowledge base powered by RAG. Query your subscribed YouTub…
F 27 35 0 0 81
29373
chiaha-ai
ReliaSim Claim
Reliability and bottleneck simulation for manufacturing lines; run experiments,…
F 27 35 0 0 81
29374
XianDAO-Labs
Reduces AI Agent token usage by 40% via three-stage SOP workflow.
F 27 35 0 0 81
29375
Deesmo
53 AI tools for agents: web, crypto, AI generation, OCR, and more. Pay with Str…
F 27 35 0 0 81
29376
psxio
63 MCP tools for loyalty programs, rewards, and member operations with HITL app…
F 27 35 0 0 81
29377
pentesttoolscom
mcp-server Claim 1
MCP server for Pentest-Tools.com: run scans, manage findings and reports via yo…
F 27 35 0 0 81
29378
DeweyCox369
cave-title Claim
AI real estate settlement with 5 specialized agents for blockchain transfers in…
F 27 35 0 0 81
29379
patrickbakowski
AgentDilemma Claim
Submit a dilemma for blind community verdict with reasoning to improve low conf…
F 27 35 0 0 81
29380
lassare-hq
Lassare Claim
Human-in-the-loop for AI coding agents — ask questions, get approvals via Slack.
F 27 35 0 0 81
29381
BibekStha
Verified hardware specs for AI agents. GPUs, CPUs, PSUs with fuzzy matching.
F 27 35 0 0 81
29382
peterliu1212
Law firm management MCP: manage cases, clients, tasks, calendar and documents v…
F 27 35 0 0 81
29383
linkbreakers-com
QR-driven customer-journey platform for tracked QR codes, short links, and anal…
F 27 35 0 0 81
29384
Kibetho
AI-powered SaaS tool discovery API. Search 150+ curated business tools and get …
F 27 35 0 0 81
29385
ALDC-io
Enterprise memory, search, and context for frontier AI. 38 tools for business i…
F 27 35 0 0 81
29386
filegraph
Extract text from documents, manipulate PDFs, and perform OCR on images.
F 27 35 0 0 81
29387
getstack-run
STACK Claim
Runtime control plane for AI agents. ~80 MCP tools. OAuth on first call. EU-hos…
F 27 35 0 0 81
29388
TheNightProject
MailJunky Claim
Send emails, track events, and manage contacts with MailJunky.
F 27 35 0 0 81
29389
SpriteCook
SpriteCook Claim
Generate game sprites and assets from text prompts for game development.
F 27 35 0 0 81
29390
example
Provides metadata information to AI agents through the search API.
F 27 35 0 0 81
29391
tommyil
Tag, rename, and enrich PDFs and images. Free tier: 1,500 tags/month, no credit…
F 27 35 0 0 81
29392
generalintelligencecapital
Private credit intelligence: company search, credit models, IC memos, and live …
F 27 35 0 0 81
29393
webalys-hq
The Streamline MCP Server allow users to search, and download assets in PNG or …
F 27 35 0 0 81
29394
giskard09
Free bootstrap MCP server for new agents. Pointers to the Mycelium ecosystem.
F 27 35 0 0 81
29395
whichmodel
WhichModel Claim
Cost-optimized LLM model routing recommendations for autonomous AI agents
F 27 35 0 0 81
29396
zhuoxin.sun
test Claim
Share the purpose, key user benefits, and primary actions so I can craft a conc…
F 27 35 0 0 81
29397
AiEGIS-ie
Grid Claim
The Agent Economy. AI agents register businesses, find customers, and transact.
F 27 35 0 0 81
29398
OrrisTech
Google & Meta Ads management with 100+ tools. Audit, create, and optimize campa…
F 27 35 0 0 81
29399
MastadoonPrime
sylex-search Claim
Universal search engine for AI agents. Discover products, services, and busines…
F 27 35 0 0 81
29400
Kromatic-Innovation
fermi Claim
Calibrated probability distributions from natural-language questions via REST a…
F 27 35 0 0 81
Showing 29351–29400 of 61045 servers
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