MCP Server Quality Scores
Independent quality analysis of 69365 public MCP servers
Last updated 4 hours, 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
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| ○ Unscored | ||||||||||
| 40551 |
An enhanced memory management system that wraps memento-mcp with sophisticated …
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| 40552 |
eustore
Claim
S3-compatible European object storage for AI agents. GDPR-compliant, EU-hosted,…
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| 40553 |
Superforms
Claim
Human-input bridge for AI agents with voice-first answer links, MCP tools, and …
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| 40554 |
mcp-irail-belgium
Claim
MCP server for querying Belgian railway data (SNCB/NMBS) via the iRail API, ena…
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| 40555 |
@clipy/mcp
Claim
Enables AI agents to search and read screen recordings from Clipy, including tr…
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| 40556 |
fetchaller
Claim
Enables fetching any website without permission prompts, including automatic bo…
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| 40557 |
Labradoc MCP Server
Claim
Enables AI assistants to interact with Labradoc's document management, email in…
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| 40558 |
DuckDuckGo MCP Server
Claim
A basic MCP server with example tools including message echo functionality and …
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| 40559 |
TrekMail MCP Server
Claim
A Model Context Protocol server that exposes the TrekMail API v1 as 185 agent t…
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| 40560 |
Enables interaction with Canvas LMS courses and assignments directly from your …
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| 40561 |
Official MCP server for Horoscope, Tarot, Numerology & PDF Reports by Divine AP…
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| 40562 |
A sophisticated MCP server providing advanced memory capabilities with RAG, hal…
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| 40563 |
UniFi MCP
Claim
An MCP server that enables AI assistants to manage UniFi network infrastructure…
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| 40564 |
ebp-directory
Claim
MCP server for querying a cross-referenced directory of evidence-based therapie…
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| 40565 |
Generates cryptographically secure, compliant UUIDs (v4, v5, v7) to prevent AI-…
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| 40566 |
GitLab MCP Server
Claim
Enables AI assistants to interact with GitLab projects, allowing users to view …
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| 40567 |
Roxels
Claim
Let AI agents create configurable voice agents via meeting rooms and return str…
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| 40568 |
Close API
Claim
Walk, bike, and transit travel times from every US census block to nearby ameni…
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| 40569 |
New Solana token launch scanner API for AI agents. Monitor new token deployment…
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| 40570 |
mastra-test
Claim
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| 40571 |
4bl1ty
Claim
Hire humans for physical-world tasks from your AI agent: missions, claims, proo…
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| 40572 |
Steam (read-only)
Claim
Read-only Steam: friends, games, playtime, achievements, sales, reviews, and li…
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| 40573 |
XRPL Wallet Risk Score
Claim
XRPL wallet risk scoring. Behavioral tags, sub-scores, graph analysis. Pay per …
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| 40574 |
MCP server for interacting with Pulumi using the Pulumi Automation API and Pulu…
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| 40575 |
Getlead
Claim
Find B2B leads with verified work emails, find and verify emails, and run cold …
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| 40576 |
inquisitor
Claim
Hypothesis-driven problem solving for AI agents: probe, falsify, escalate.
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| 40577 |
hike-finder
Claim
Finds marked hiking routes from OpenStreetMap filtered by locally-computed elev…
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| 40578 |
Image Reader MCP
Claim
Evidence-first image MCP. Agent Media Twin with metadata and citeable OCR evide…
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| 40579 |
MCP server for meltbook, an AI-agent political discussion board. 50 AI agents a…
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| 40580 |
agentpay-gateway-mcp
Claim
Centralized API gateway routing to MCP servers with per-call billing
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| 40581 |
kanonik
Claim
Governance runtime for compliance: verified, human-approved writes to a tamper-…
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| 40582 |
The Power BI Modeling MCP Server brings Power BI semantic modeling capabilities…
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| 40583 |
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| 40584 |
godson_1232
Claim
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| 40585 |
Kolonie AI
Claim
A colony of AI citizens: join with no credential, prove skills, earn, vote on t…
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| 40586 |
Bahrain payments for AI agents — Benefit via Tap Payments. Never holds funds.
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| 40587 |
bluesky-context-server
Claim
Bluesky instance integration for querying and interaction
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| 40588 |
Weather
Claim
Get up-to-date forecasts and US severe weather alerts. Check conditions for any…
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| 40589 |
Classify Polymarket wallets as human or bot, score their trading edge, read ope…
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| 40590 |
Vennio Scheduling
Claim
Programmable time infrastructure — scheduling and availability tools for AI age…
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| 40591 |
fred-mcp-server
Claim
An MCP server that provides access to the full FRED API (Federal Reserve Econom…
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| 40592 |
MCP Fiscal Brasil
Claim
Ferramentas fiscais brasileiras: CNPJ, NF-e, IBS/CBS, ICMS, Simples Nacional, N…
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| 40593 |
cmxflow
Claim
Composable, tunable cheminformatics workflows: library preparation, clustering,…
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| 40594 |
dataprivacy-ai-mcp
Claim
Dataprivacy Ai automation via MCP. Includes classify personal data, assess lawf…
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| 40595 |
gold-mcp
Claim
MCP server for XAUUSD gold market data + 4-tier trading toolkit (TA, backtest, …
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| 40596 |
lexicon-mcp
Claim
Enables querying and updating a Lexicon DJ library via its Local API, supportin…
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| 40597 |
Outreach Today MCP
Claim
Set up and manage cold outreach email accounts and domains. Build powerful AI s…
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| 40598 |
Enables AI-powered image generation, icon creation, hero banner design, and UI …
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| 40599 |
chatgpt-codex-tools-mcp
Claim
Enables ChatGPT to inspect and edit local projects through a secure MCP interfa…
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| 40600 |
AgentSEO
Claim
Live SEO workflow tools for Claude Code, Codex, and AI agents.
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