MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 2 hours, 42 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 47101 |
Sub-cent factual claim verification against live data sources.
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| 47102 |
agentic-mcp-server
Claim
Enables a fully local multi-agent AI system with 45 specialized agents and 50 p…
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| 47103 |
A read-only MCP server that exposes controlled SSH tools to inventory, document…
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| 47104 |
tidebase
Claim
Inspect Tidebase agent runs, resolve approval gates, and trigger recovery from …
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| 47105 |
Convert PDF bank statements to checked Excel, CSV or JSON with balance validati…
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| 47106 |
rugcheck-ai
Claim
Solana token safety for AI agents — rug-pull, honeypot & Token-2022 trap detect…
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| 47107 |
openapi-mcp-gateway
Claim
Mount many OpenAPI specs (or your existing FastAPI app) as MCP servers in one p…
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| 47108 |
mcp-font-split
Claim
Provides font subsetting and web-font generation tools (split_font, split_font_…
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| 47109 |
claude-teams
Claim
MCP server that enables multi-agent collaboration with task lists, inter-agent …
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| 47110 |
Google Maps Scraper
Claim
Live Google Maps business search, review, and photo data for AI agents over MCP.
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| 47111 |
LinkDeal
Claim
Find B2B leads from LinkedIn engagement, enrich contacts and deliver to Slack.
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| 47112 |
garmin-mcp
Claim
Enables AI assistants to read Garmin activities and create/schedule structured …
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| 47113 |
RedditGrow
Claim
Reddit growth toolkit — opportunities, replies, cold DMs, brand mentions, SEO, …
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| 47114 |
AMEVA MCP Toolkit
Claim
A Model Context Protocol server integrating developer tools including Git contr…
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| 47115 |
Kuwait payments for AI agents — KNET via Tap Payments. Never holds funds.
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| 47116 |
mcp-espn
Claim
ESPN MCP — keyless multi-sport live scores, teams, and news via ESPN's public s…
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| 47117 |
Enables searching and retrieving images from Wikipedia Commons with detailed me…
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| 47118 |
geo-mcp
Claim
UK-specialist MCP server that lets an LLM agent answer location-grounded questi…
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| 47119 |
clingen-link
Claim
Enables querying ClinGen curated evidence for gene-disease validity, dosage, ac…
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| 47120 |
signal-mcp
Claim
Enables querying Signal Desktop chats and messages by reading the encrypted SQL…
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| 47121 |
AI Price Index
Claim
Read-only, zero-key MCP server for point-in-time AI model API prices. Open data…
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| 47122 |
PR Reviewer MCP Server
Claim
Connects Claude to GitHub, enabling listing repositories, browsing open pull re…
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| 47123 |
Enables to perform mathematical calculations, retrieve weather information, and…
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| 47124 |
mcp-atlassian
Claim
MCP server for Atlassian Confluence and Jira, supporting both Cloud and Server/…
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| 47125 |
Flik
Claim
Flik - Agentic Product Delivery Platform. Visit flik.nomadis.com for more infor…
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| 47126 |
Agent Observability
Claim
Agent observability: structured logging, cost tracking, and compliance audit tr…
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| 47127 |
Sales Intelligence
Claim
12-in-1 sales intelligence MCP server — company research, lead enrichment, cont…
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| 47128 |
argus
Claim
Automated web QA via Chrome DevTools MCP — JS, a11y, security, visual, env diff…
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| 47129 |
capman-mcp
Claim
Exposes capman capability manifests as typed, governed MCP tools for use with C…
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| 47130 |
aNotepad
Claim
AI access to your aNotepad online notes: read, search, write, and organize via …
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| 47131 |
jiandaoyun-mcp
Claim
MCP server that wraps Jiandaoyun (简道云) form operations, providing 9 tools for a…
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| 47132 |
Podbean MCP Server
Claim
An MCP server that enables managing podcasts through the Podbean API via natura…
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| 47133 |
A Model Context Protocol (MCP) server exposing the FDA Purple Book — the databa…
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| 47134 |
IPOGrid Research
Claim
Hosted MCP server for filing-driven IPO research, market snapshots, SEC filing …
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| 47135 |
Corporate credit data API for AI agents — bonds, leverage, guarantors, SEC fili…
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| 47136 |
Refinery MCP
Claim
Clean raw HTML into LLM-ready text before agents spend tokens.
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| 47137 |
pointless
Claim
Self-hosted presentation tool that lets LLMs create and publish interactive HTM…
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| 47138 |
bridgeapp
Claim
BridgeApp workspace over MCP: tasks, chats, threads, pages, and projects.
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| 47139 |
appstore-screenshots
Claim
Generate professional App Store screenshots by matching any top app's style.
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| 47140 |
codefactor-mcp
Claim
Enables reading and analyzing CodeFactor repository issue pages, providing norm…
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| 47141 |
Extract structured JSON from PDFs, images, DOCX, XLSX, CSV, EML attachments, an…
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| 47142 |
PyMCP Kit
Claim
A capability-first MCP server toolkit for FastAPI that supports Streamable HTTP…
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| 47143 |
gingugu
Claim
Persistent memory for AI coding assistants. Local SQLite, no cloud. 16 MCP tool…
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| 47144 |
Ai Incident Db
Claim
AI Incident Database (AIID) MCP
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| 47145 |
musicbrainz-mcp
Claim
MusicBrainz MCP — search/browse music metadata, cover art, and submit tags/rati…
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| 47146 |
OpenShowreel
Claim
An MCP server for Adobe After Effects that enables AI assistants to create prem…
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| 47147 |
pinterest-mcp-server
Claim
Enables AI agents to interact with the Pinterest API, allowing management of bo…
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| 47148 |
Qwen3 MCP Server
Claim
A complete MCP server that gives LM Studio's Qwen3 (or any local LLM) full codi…
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| 47149 |
Multi-agent MCP server for auditing public spending execution of Peruvian regio…
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| 47150 |
obsidian-mcp
Claim
An MCP server that enables AI agents to read, search, write, and link notes in …
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