MCP Server Quality Scores

Independent quality analysis of 61045 public MCP servers

61045
Discovered
30005
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 57 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
29351
chiaha-ai
QueueSim Claim
Run M/M/c queue simulations and four scenarios (call center, ER, coffee shop, s…
F 27 35 0 0 81
29352
BricePourLe13
European business data — French company check, EU VAT validation, legal search.
F 27 35 0 0 81
29353
agnicpay-prog
AgnicPay Claim
X402 payment MCP for AI agents. Auto-pay 300+ APIs with USDC on Base and Solana.
F 27 35 0 0 81
29354
auteng
Publish markdown documents as public share links with mermaid diagrams. Built b…
F 27 35 0 0 81
29355
Monitor websites, APIs and services with 44 tools across 22 protocols
F 27 25 0 53
29356
REPLACE_WITH_ORG
Remote MCP server for China brand visibility, destination demand, and KOL disco…
F 27 35 0 0 81
29357
AllocContext
AllocContext Claim
Self-host MCP: portfolio crypto context for agents. PyPI stdio; MIT.
F 27 35 0 0 81
29358
michalis.koutridis
diavgeia-mcp Claim
Browse and search decisions published on Greece’s Diavgeia transparency portal.…
F 27 35 0 0 81
29359
cbolgiano
MochiPDF Claim
Remote MCP server for HTML-to-PDF and screenshots with OAuth and API-key auth.
F 27 35 0 0 81
29360
Polaralias
Access real-time market data and historical financial records from multiple fin…
F 27 35 0 0 81
29361
FINTRX-Inc
fintrx-mcp Claim
Bring FINTRX's family office and RIA intelligence into Claude.
F 27 35 0 0 81
29362
PhoenixFeuer32
Share context and questions between Claude instances — VS Code, claude.ai web, …
F 27 35 0 0 81
29363
pipeworx-io
nhtsa Claim
NHTSA MCP — wraps the NHTSA vPIC (Vehicle Product Information Catalog) API (fre…
F 27 35 0 0 81
29364
traderhc123
Market intelligence for AI agents. Real-time data, cross-market analysis, and r…
F 27 35 0 0 81
29365
carlosofscience
Validate up to 75,000 URLs per job (status, redirects, response times). OAuth 2…
F 27 35 0 0 81
29366
Taru0208
Search SEC EDGAR filings, financial statements, and company data.
F 27 35 0 0 81
29367
tommyil
Tag, rename, and enrich PDFs and images. Free tier: 1,500 tags/month, no credit…
F 27 35 0 0 81
29368
giskard09
Free bootstrap MCP server for new agents. Pointers to the Mycelium ecosystem.
F 27 35 0 0 81
29369
Taru0208
Search 150M+ academic works, journals, and funders via Crossref API.
F 27 35 0 0 81
29370
vapagentmedia
vap-e Claim
AI media generation for agents. Images via FLUX 1.1 Pro, videos via Veo 3.1.
F 27 35 0 0 81
29371
DeweyCox369
cave-title Claim
AI real estate settlement with 5 specialized agents for blockchain transfers in…
F 27 35 0 0 81
29372
KISOpenAPI
한국투자 코딩도우미 MCP (KIS Code Assistant MCP) 한국투자 코딩도우미 MCP는 한국투자증권의 수많은 Open API 중에…
F 27 35 0 0 81
29373
XianDAO-Labs
Reduces AI Agent token usage by 40% via three-stage SOP workflow.
F 27 35 0 0 81
29374
patrickbakowski
AgentDilemma Claim
Submit a dilemma for blind community verdict with reasoning to improve low conf…
F 27 35 0 0 81
29375
linkbreakers-com
QR-driven customer-journey platform for tracked QR codes, short links, and anal…
F 27 35 0 0 81
29376
Atlaskos
workprotocol Claim
Agent work marketplace — browse jobs, claim work, deliver results, get paid in …
F 27 35 0 0 81
29377
iterationlayer
Composable APIs for document extraction, image transformation, and document & s…
F 27 35 0 0 81
29378
CrazymakER23
AI stock signal convergence � 13 sources, Bayesian scoring, verified outcomes.
F 27 35 0 0 81
29379
Kibetho
AI-powered SaaS tool discovery API. Search 150+ curated business tools and get …
F 27 35 0 0 81
29380
TheNightProject
MailJunky Claim
Send emails, track events, and manage contacts with MailJunky.
F 27 35 0 0 81
29381
SpriteCook
SpriteCook Claim
Generate game sprites and assets from text prompts for game development.
F 27 35 0 0 81
29382
example
Provides metadata information to AI agents through the search API.
F 27 35 0 0 81
29383
moukati
Hosted MCP for verified B2B lead campaigns with success-only billing.
F 27 35 0 0 81
29384
generalintelligencecapital
Private credit intelligence: company search, credit models, IC memos, and live …
F 27 35 0 0 81
29385
elseee
Plan group events together: dates, itineraries, expenses, polls, and tasks.
F 27 35 0 0 81
29386
joshuaworth
AI-powered diagnostics for elevator, escalator, and vertical transportation equ…
F 27 35 0 0 81
29387
webalys-hq
The Streamline MCP Server allow users to search, and download assets in PNG or …
F 27 35 0 0 81
29388
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
29389
Ansvar-Systems
US federal + state law via Ansvar Gateway. Cited, OAuth + paid tier. Free npm: …
F 27 35 0 0 81
29390
fiberai
fiber-mcp Claim
F 27 35 0 0 81
29391
AlohaLabs
AI-powered calorie tracking with photo recognition, barcode scanning, and voice…
F 27 35 0 0 81
29392
markchiang
agent-press Claim
Agent Press: news MCP server streaming company headlines
F 27 35 0 0 81
29393
VestOSAI
vest-mcp Claim
Earn up to 20% cashback on 200+ AI tool subscriptions. Browse, build stacks, ge…
F 27 35 0 0 81
29394
cloud101.kr
키워드 기반으로 한국어 IT/클라우드 뉴스, 기술 블로그 포스팅 및 국내외 세미나·웨비나·컨퍼런스 일정을 수집하여 제공합니다. 한국어 사용자 …
F 27 35 0 0 81
29395
elevation-ai
Build and manage airline self-service kiosk apps — styling, pages, CMS, and CUS…
F 27 35 0 0 81
29396
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
29397
wordlift
mcp-server Claim
Knowledge Graph, GraphQL, GS1 Digital Link and SEO tools for semantic content o…
F 27 35 0 0 81
29398
pipeworx-io
Pharma Intel Claim
Pharma Intel MCP — Compound tools that chain ClinicalTrials.gov,
F 27 35 0 0 81
29399
iamalvisng
Query professional profiles, search candidates, and get AI-powered summaries an…
F 27 35 0 0 81
29400
bap-microsoft
MCP Server containing tools to work with Microsoft Word document
F 27 35 0 0 81
Showing 29351–29400 of 61045 servers
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