MCP Server Quality Scores
Independent quality analysis of 61045 public MCP servers
Last updated 1 hour, 57 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 29351 |
QueueSim
Claim
Run M/M/c queue simulations and four scenarios (call center, ER, coffee shop, s…
|
F 27 3⁄5 | ||||||||
| 29352 |
European business data — French company check, EU VAT validation, legal search.
|
F 27 3⁄5 | ||||||||
| 29353 |
AgnicPay
Claim
X402 payment MCP for AI agents. Auto-pay 300+ APIs with USDC on Base and Solana.
|
F 27 3⁄5 | ||||||||
| 29354 |
Publish markdown documents as public share links with mermaid diagrams. Built b…
|
F 27 3⁄5 | ||||||||
| 29355 |
Monitor websites, APIs and services with 44 tools across 22 protocols
|
F 27 2⁄5 | ||||||||
| 29356 |
Remote MCP server for China brand visibility, destination demand, and KOL disco…
|
F 27 3⁄5 | ||||||||
| 29357 |
AllocContext
Claim
Self-host MCP: portfolio crypto context for agents. PyPI stdio; MIT.
|
F 27 3⁄5 | ||||||||
| 29358 |
diavgeia-mcp
Claim
Browse and search decisions published on Greece’s Diavgeia transparency portal.…
|
F 27 3⁄5 | ||||||||
| 29359 |
MochiPDF
Claim
Remote MCP server for HTML-to-PDF and screenshots with OAuth and API-key auth.
|
F 27 3⁄5 | ||||||||
| 29360 |
Signal Synthesis
Claim
Access real-time market data and historical financial records from multiple fin…
|
F 27 3⁄5 | ||||||||
| 29361 |
fintrx-mcp
Claim
Bring FINTRX's family office and RIA intelligence into Claude.
|
F 27 3⁄5 | ||||||||
| 29362 |
claude-context-bridge
Claim
Share context and questions between Claude instances — VS Code, claude.ai web, …
|
F 27 3⁄5 | ||||||||
| 29363 |
NHTSA MCP — wraps the NHTSA vPIC (Vehicle Product Information Catalog) API (fre…
|
F 27 3⁄5 | ||||||||
| 29364 |
Market intelligence for AI agents. Real-time data, cross-market analysis, and r…
|
F 27 3⁄5 | ||||||||
| 29365 |
bulk-url-checker
Claim
Validate up to 75,000 URLs per job (status, redirects, response times). OAuth 2…
|
F 27 3⁄5 | ||||||||
| 29366 |
SEC EDGAR Financial Data
Claim
Search SEC EDGAR filings, financial statements, and company data.
|
F 27 3⁄5 | ||||||||
| 29367 |
Gemina FileTag
Claim
Tag, rename, and enrich PDFs and images. Free tier: 1,500 tags/month, no credit…
|
F 27 3⁄5 | ||||||||
| 29368 |
Giskard Origin
Claim
Free bootstrap MCP server for new agents. Pointers to the Mycelium ecosystem.
|
F 27 3⁄5 | ||||||||
| 29369 |
Crossref Scholarly Data
Claim
Search 150M+ academic works, journals, and funders via Crossref API.
|
F 27 3⁄5 | ||||||||
| 29370 |
vap-e
Claim
AI media generation for agents. Images via FLUX 1.1 Pro, videos via Veo 3.1.
|
F 27 3⁄5 | ||||||||
| 29371 |
cave-title
Claim
AI real estate settlement with 5 specialized agents for blockchain transfers in…
|
F 27 3⁄5 | ||||||||
| 29372 |
한국투자 코딩도우미 MCP
Claim
한국투자 코딩도우미 MCP (KIS Code Assistant MCP)
한국투자 코딩도우미 MCP는 한국투자증권의 수많은 Open API 중에…
|
F 27 3⁄5 | ||||||||
| 29373 |
Reduces AI Agent token usage by 40% via three-stage SOP workflow.
|
F 27 3⁄5 | ||||||||
| 29374 |
AgentDilemma
Claim
Submit a dilemma for blind community verdict with reasoning to improve low conf…
|
F 27 3⁄5 | ||||||||
| 29375 |
Linkbreakers MCP
Claim
QR-driven customer-journey platform for tracked QR codes, short links, and anal…
|
F 27 3⁄5 | ||||||||
| 29376 |
workprotocol
Claim
Agent work marketplace — browse jobs, claim work, deliver results, get paid in …
|
F 27 3⁄5 | ||||||||
| 29377 |
Iteration Layer
Claim
Composable APIs for document extraction, image transformation, and document & s…
|
F 27 3⁄5 | ||||||||
| 29378 |
convergealpha
Claim
AI stock signal convergence � 13 sources, Bayesian scoring, verified outcomes.
|
F 27 3⁄5 | ||||||||
| 29379 |
SaaSforIT Directory
Claim
AI-powered SaaS tool discovery API. Search 150+ curated business tools and get …
|
F 27 3⁄5 | ||||||||
| 29380 |
MailJunky
Claim
Send emails, track events, and manage contacts with MailJunky.
|
F 27 3⁄5 | ||||||||
| 29381 |
SpriteCook
Claim
Generate game sprites and assets from text prompts for game development.
|
F 27 3⁄5 | ||||||||
| 29382 |
cdgcsearchmetadata
Claim
Provides metadata information to AI agents through the search API.
|
F 27 3⁄5 | ||||||||
| 29383 |
intentweave-mcp
Claim
Hosted MCP for verified B2B lead campaigns with success-only billing.
|
F 27 3⁄5 | ||||||||
| 29384 |
Private credit intelligence: company search, credit models, IC memos, and live …
|
F 27 3⁄5 | ||||||||
| 29385 |
Plan group events together: dates, itineraries, expenses, polls, and tasks.
|
F 27 3⁄5 | ||||||||
| 29386 |
pullsheet-diagnostics
Claim
AI-powered diagnostics for elevator, escalator, and vertical transportation equ…
|
F 27 3⁄5 | ||||||||
| 29387 |
Streamline MCP Server
Claim
The Streamline MCP Server allow users to search, and download assets in PNG or …
|
F 27 3⁄5 | ||||||||
| 29388 |
STACK
Claim
Runtime control plane for AI agents. ~80 MCP tools. OAuth on first call. EU-hos…
|
F 27 3⁄5 | ||||||||
| 29389 |
Ansvar: US Law
Claim
US federal + state law via Ansvar Gateway. Cited, OAuth + paid tier. Free npm: …
|
F 27 3⁄5 | ||||||||
| 29390 |
fiber-mcp
Claim
|
F 27 3⁄5 | ||||||||
| 29391 |
AI-powered calorie tracking with photo recognition, barcode scanning, and voice…
|
F 27 3⁄5 | ||||||||
| 29392 |
agent-press
Claim
Agent Press: news MCP server streaming company headlines
|
F 27 3⁄5 | ||||||||
| 29393 |
vest-mcp
Claim
Earn up to 20% cashback on 200+ AI tool subscriptions. Browse, build stacks, ge…
|
F 27 3⁄5 | ||||||||
| 29394 |
Cloud101 Korea
Claim
키워드 기반으로 한국어 IT/클라우드 뉴스, 기술 블로그 포스팅 및 국내외 세미나·웨비나·컨퍼런스 일정을 수집하여 제공합니다. 한국어 사용자 …
|
F 27 3⁄5 | ||||||||
| 29395 |
Kiosk Builder
Claim
Build and manage airline self-service kiosk apps — styling, pages, CMS, and CUS…
|
F 27 3⁄5 | ||||||||
| 29396 |
MCP server for Pentest-Tools.com: run scans, manage findings and reports via yo…
|
F 27 3⁄5 | ||||||||
| 29397 |
mcp-server
Claim
Knowledge Graph, GraphQL, GS1 Digital Link and SEO tools for semantic content o…
|
F 27 3⁄5 | ||||||||
| 29398 |
Pharma Intel
Claim
Pharma Intel MCP — Compound tools that chain ClinicalTrials.gov,
|
F 27 3⁄5 | ||||||||
| 29399 |
Query professional profiles, search candidates, and get AI-powered summaries an…
|
F 27 3⁄5 | ||||||||
| 29400 |
Work IQ Word MCP Server
Claim
MCP Server containing tools to work with Microsoft Word document
|
F 27 3⁄5 | ||||||||