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 | ||||||||||
| 24101 |
Query professional profiles, search candidates, and get AI-powered summaries an…
|
F 27 3⁄5 | ||||||||
| 24102 |
Compliance Auditor MCP
Claim
City hiring-compliance MCP server with regulation search and full audit risk sc…
|
F 27 3⁄5 | ||||||||
| 24103 |
semantic-search
Claim
Semantic search for Historical Soundscapes. Search eventos, entities, filters. …
|
F 27 3⁄5 | ||||||||
| 24104 |
fs-prospecting
Claim
|
F 27 3⁄5 | ||||||||
| 24105 |
Verified hardware specs for AI agents. GPUs, CPUs, PSUs with fuzzy matching.
|
F 27 3⁄5 | ||||||||
| 24106 |
coinbase-mcp
Claim
Coinbase - 20 tools for market data, order books, and trading pairs
|
F 27 3⁄5 | ||||||||
| 24107 |
Content Engine
Claim
AI content creation for autonomous agents. Generate video scripts, images, an…
|
F 27 3⁄5 | ||||||||
| 24108 |
MochiPDF
Claim
Remote MCP server for HTML-to-PDF and screenshots with OAuth and API-key auth.
|
F 27 3⁄5 | ||||||||
| 24109 |
Reduces AI Agent token usage by 40% via three-stage SOP workflow.
|
F 27 3⁄5 | ||||||||
| 24110 |
AI fashion design — product photos, videos, tech packs, colorways & fabric sims.
|
F 27 3⁄5 | ||||||||
| 24111 |
OpenFDA Safety Data
Claim
Search FDA safety data: drug adverse events, recalls, and device events.
|
F 27 3⁄5 | ||||||||
| 24112 |
Classification service to seamlessly retrieve SOC codes for job titles and desc…
|
F 27 3⁄5 | ||||||||
| 24113 |
agent-press
Claim
Agent Press: news MCP server streaming company headlines
|
F 27 3⁄5 | ||||||||
| 24114 |
cdgcsearchmetadata
Claim
Provides metadata information to AI agents through the search API.
|
F 27 3⁄5 | ||||||||
| 24115 |
mcp-server
Claim
AI-powered product management: backlog optimization, scheduling, forecasting, a…
|
F 27 3⁄5 | ||||||||
| 24116 |
OECD MCP Server
Claim
OECD economic and statistical data via SDMX API. Access 5,000+ datasets across …
|
F 27 3⁄5 | ||||||||
| 24117 |
Market intelligence for AI agents. Real-time data, cross-market analysis, and r…
|
F 27 3⁄5 | ||||||||
| 24118 |
Tenant Builder
Claim
Provision new tenants with admin setup and initial document templates. Add docu…
|
F 27 3⁄5 | ||||||||
| 24119 |
speakmanai
Claim
Multi-agent AI pipeline that generates professional Solution Architecture Docum…
|
F 27 3⁄5 | ||||||||
| 24120 |
fixatia-property-search
Claim
Search real estate auction properties across Europe with filtering by country, …
|
F 27 3⁄5 | ||||||||
| 24121 |
Plain Markdown
Claim
Convert any URL to clean, LLM-ready Markdown
|
F 27 3⁄5 | ||||||||
| 24122 |
vsfclubmcpsrimaan
Claim
|
F 27 3⁄5 | ||||||||
| 24123 |
Enterprise memory, search, and context for frontier AI. 38 tools for business i…
|
F 27 3⁄5 | ||||||||
| 24124 |
Willform Agent
Claim
Deploy containers on Kubernetes with x402 billing. 9 workload types and source …
|
F 27 3⁄5 | ||||||||
| 24125 |
arch-tools-mcp
Claim
53 AI tools for agents: web, crypto, AI generation, OCR, and more. Pay with Str…
|
F 27 3⁄5 | ||||||||
| 24126 |
webforj-mcp
Claim
The official Model Context Protocol server for webforJ - providing AI assistant…
|
F 27 3⁄5 | ||||||||
| 24127 |
World Bank Indicators
Claim
Access World Bank development indicators for 200+ countries.
|
F 27 3⁄5 | ||||||||
| 24128 |
Konstruct
Claim
Knowledge graph for AI agents. Query concepts, walk edges, get advisories.
|
F 27 3⁄5 | ||||||||
| 24129 |
AI-powered calorie tracking with photo recognition, barcode scanning, and voice…
|
F 27 3⁄5 | ||||||||
| 24130 |
Google Calendar and Meet
Claim
Manage and automate your Google Meet workflows with enterprise-grade tools for …
|
F 27 3⁄5 | ||||||||
| 24131 |
Persis
Claim
Biological memory for AI agents. Pattern learning, decay, clustering, 8-drive b…
|
F 27 3⁄5 | ||||||||
| 24132 |
Multi-LLM AI Research & Analysis — smart routing, consensus analysis, due dilig…
|
F 27 3⁄5 | ||||||||
| 24133 | F 27 3⁄5 | |||||||||
| 24134 |
Autonomous LinkedIn SDR — voice-matched outreach, ICP generation, and campaign …
|
F 27 3⁄5 | ||||||||
| 24135 |
Genei
Claim
Manage logistics operations by comparing shipping prices and creating shipments…
|
F 27 3⁄5 | ||||||||
| 24136 |
priceapi_mcp
Claim
|
F 27 3⁄5 | ||||||||
| 24137 |
Tenant Template Manager
Claim
Authenticate and provision new tenants with initial document templates. Add and…
|
F 27 3⁄5 | ||||||||
| 24138 |
Autopilot AI orchestration — auto-plan, parallelize, self-heal, and route acros…
|
F 27 2⁄5 | ||||||||
| 24139 |
AgentBuilders
Claim
Deploy full-stack web apps with database, file storage, auth, and RBAC via a si…
|
F 27 3⁄5 | ||||||||
| 24140 |
entity-mcp
Claim
Access 30+ AI agent essays, CLAUDE.md generator, and readiness assessments.
|
F 27 3⁄5 | ||||||||
| 24141 |
AgentTrust
Claim
Manage secure XRPL escrow vaults that automatically release payments upon verif…
|
F 27 3⁄5 | ||||||||
| 24142 |
0xHumans Protocol MCP
Claim
MCP for AI agents: financing, skills, lending on Base
|
F 27 3⁄5 | ||||||||
| 24143 |
Eurostat Statistics
Claim
Access European statistics: GDP, unemployment, inflation, population data.
|
F 27 3⁄5 | ||||||||
| 24144 |
diavgeia-mcp
Claim
Browse and search decisions published on Greece’s Diavgeia transparency portal.…
|
F 27 3⁄5 | ||||||||
| 24145 |
Eigi.ai Voice Agents
Claim
Create and manage AI voice agents, real-time conversations, and analytics with …
|
F 26 3⁄5 | ||||||||
| 24146 |
Search NYC rentals and sales, property details, building data, and market analy…
|
F 26 3⁄5 | ||||||||
| 24147 |
Attrove
Claim
Query your users' Gmail, Slack, and Calendar with AI — Plaid for productivity a…
|
F 26 3⁄5 | ||||||||
| 24148 |
An MCP server that connects AI chatbots directly to data.gouv.fr, France’s nati…
|
F 25 4⁄5 | ||||||||
| 24149 |
Search-only commerce MCP server backed by Stripe (test)
|
F 24 2⁄5 | ||||||||
| 24150 |
server
Claim
Manage videos, playlists, analytics, and monetization for OTT streaming service…
|
F 23 3⁄5 | ||||||||
