MCP Server Quality Scores
Independent quality analysis of 33332 public MCP servers
Last updated 0 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 24051 |
cdgcsearchmetadata
Claim
Provides metadata information to AI agents through the search API.
|
F 27 3⁄5 | ||||||||
| 24052 |
diavgeia-mcp
Claim
Browse and search decisions published on Greece’s Diavgeia transparency portal.…
|
F 27 3⁄5 | ||||||||
| 24053 |
Google Calendar and Meet
Claim
Manage and automate your Google Meet workflows with enterprise-grade tools for …
|
F 27 3⁄5 | ||||||||
| 24054 |
Genei
Claim
Manage logistics operations by comparing shipping prices and creating shipments…
|
F 27 3⁄5 | ||||||||
| 24055 |
entity-mcp
Claim
Access 30+ AI agent essays, CLAUDE.md generator, and readiness assessments.
|
F 27 3⁄5 | ||||||||
| 24056 |
smartling-mcp-server
Claim
Smartling MCP Server
|
F 27 3⁄5 | ||||||||
| 24057 |
Konstruct
Claim
Knowledge graph for AI agents. Query concepts, walk edges, get advisories.
|
F 27 3⁄5 | ||||||||
| 24058 |
Enterprise memory, search, and context for frontier AI. 38 tools for business i…
|
F 27 3⁄5 | ||||||||
| 24059 |
Multi-LLM AI Research & Analysis — smart routing, consensus analysis, due dilig…
|
F 27 3⁄5 | ||||||||
| 24060 | F 27 3⁄5 | |||||||||
| 24061 |
AgentTrust
Claim
Manage secure XRPL escrow vaults that automatically release payments upon verif…
|
F 27 3⁄5 | ||||||||
| 24062 |
demo-mcp-server
Claim
Demo server entry for local testing
|
F 27 3⁄5 | ||||||||
| 24063 |
Work IQ Word MCP Server
Claim
MCP Server containing tools to work with Microsoft Word document
|
F 27 3⁄5 | ||||||||
| 24064 |
Eurostat Statistics
Claim
Access European statistics: GDP, unemployment, inflation, population data.
|
F 27 3⁄5 | ||||||||
| 24065 |
Persis
Claim
Biological memory for AI agents. Pattern learning, decay, clustering, 8-drive b…
|
F 27 3⁄5 | ||||||||
| 24066 |
Autopilot AI orchestration — auto-plan, parallelize, self-heal, and route acros…
|
F 27 2⁄5 | ||||||||
| 24067 |
World Bank Indicators
Claim
Access World Bank development indicators for 200+ countries.
|
F 27 3⁄5 | ||||||||
| 24068 |
vsfclub5
Claim
|
F 27 3⁄5 | ||||||||
| 24069 |
Venture intelligence for autonomous agents with discovery, scoring, and workspa…
|
F 27 3⁄5 | ||||||||
| 24070 |
claude-context-bridge
Claim
Share context and questions between Claude instances — VS Code, claude.ai web, …
|
F 27 3⁄5 | ||||||||
| 24071 |
Publish markdown documents as public share links with mermaid diagrams. Built b…
|
F 27 3⁄5 | ||||||||
| 24072 |
The Microsoft Learn MCP Server is a remote MCP Server that enables clients like…
|
F 27 3⁄5 | ||||||||
| 24073 |
coinex_mcp_server
Claim
# CoinEx MCP Server
A Model Context Protocol (MCP) server that enables AI agen…
|
F 27 3⁄5 | ||||||||
| 24074 |
deplyed_mcp
Claim
Provide a brief overview of what this integrates and the primary benefit to use…
|
F 27 3⁄5 | ||||||||
| 24075 |
omni-oracle
Claim
Agent-First Data Bazaar. 136 Tools for DeFi, Derivatives, Governance, Alpha & U…
|
F 27 3⁄5 | ||||||||
| 24076 |
fintrx-mcp
Claim
Bring FINTRX's family office and RIA intelligence into Claude.
|
F 27 3⁄5 | ||||||||
| 24077 |
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 | ||||||||
| 24078 |
test
Claim
test
|
F 27 3⁄5 | ||||||||
| 24079 |
SpriteCook
Claim
Generate game sprites and assets from text prompts for game development.
|
F 27 3⁄5 | ||||||||
| 24080 |
Signal Synthesis
Claim
Access real-time market data and historical financial records from multiple fin…
|
F 27 3⁄5 | ||||||||
| 24081 |
mcp
Claim
GibsonAI MCP server: manage your databases with natural language
|
F 27 3⁄5 | ||||||||
| 24082 |
Updated 9-16-25 Fixed EV issues Connections should be solid! v3.1.0
GREAT NEWS:…
|
F 27 3⁄5 | ||||||||
| 24083 |
Lassare
Claim
Human-in-the-loop for AI coding agents — ask questions, get approvals via Slack.
|
F 27 3⁄5 | ||||||||
| 24084 |
fiber-mcp
Claim
|
F 27 3⁄5 | ||||||||
| 24085 |
Model ID Cheatsheet
Claim
Accurate API model IDs, pricing, and specs for 46 models across 7 AI providers.
|
F 27 3⁄5 | ||||||||
| 24086 |
PubMed Clinical Research
Claim
Search 36M+ PubMed biomedical articles and ClinicalTrials.gov studies.
|
F 27 3⁄5 | ||||||||
| 24087 |
AgentDilemma
Claim
Submit a dilemma for blind community verdict with reasoning to improve low conf…
|
F 27 3⁄5 | ||||||||
| 24088 |
test
Claim
Share the purpose, key user benefits, and primary actions so I can craft a conc…
|
F 27 3⁄5 | ||||||||
| 24089 |
Instant MCP hosting for AI-generated web content. Publish HTML/CSS/JS, get a li…
|
F 27 3⁄5 | ||||||||
| 24090 |
Private credit intelligence: company search, credit models, IC memos, and live …
|
F 27 3⁄5 | ||||||||
| 24091 |
Medical RAG: semantic search for clinical guidelines, drug interactions, diagno…
|
F 27 3⁄5 | ||||||||
| 24092 |
FlowSheets
Claim
Trigger workflows, manage worksheets, and collaborate on record discussions. Cr…
|
F 27 3⁄5 | ||||||||
| 24093 |
MCP server for Monika Skorykow workshops - browse prices and promotions
|
F 27 3⁄5 | ||||||||
| 24094 |
Please Remind
Claim
Connects to PleaseRemind.com to allow read and write access to all your reminde…
|
F 27 3⁄5 | ||||||||
| 24095 |
talent-ecosystem
Claim
BizGigz Talent Ecosystem - AI-powered recruiting, interviews, onboarding, learn…
|
F 27 3⁄5 | ||||||||
| 24096 |
2o
Claim
Human intelligence API — AI agents verify facts with human domain experts via M…
|
F 27 3⁄5 | ||||||||
| 24097 |
Tenant Builder
Claim
Create and manage tenants with streamlined setup. Seed and update document temp…
|
F 27 3⁄5 | ||||||||
| 24098 |
AgnicPay
Claim
X402 payment MCP for AI agents. Auto-pay 300+ APIs with USDC on Base and Solana.
|
F 27 3⁄5 | ||||||||
| 24099 |
pyth-hermes-mcp
Claim
Pyth Hermes MCP — real-time price feeds and oracle data for DeFi agents.
|
F 27 3⁄5 | ||||||||
| 24100 |
vap-e
Claim
AI media generation for agents. Images via FLUX 1.1 Pro, videos via Veo 3.1.
|
F 27 3⁄5 | ||||||||
