MCP Server Quality Scores
Independent quality analysis of 66447 public MCP servers
Last updated 2 hours, 36 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 63601 |
clio-mcp
Claim
MCP server for Clio Manage + Clio Grow - by Advocate Cloud Solutions.
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| 63602 |
Fused LLM rankings: one IRT/Elo scale across ~5,000 public benchmark leaderboar…
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| 63603 |
fedlex-mcp
Claim
Swiss Federal Law (Fedlex) — search and retrieve articles from 11 federal laws.
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| 63604 |
GitHub MCP Server
Claim
Enables comprehensive interaction with the GitHub API for managing repositories…
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| 63605 |
DebugBundle
Claim
DebugBundle MCP: runtime error reporting, incident response, health checks, and…
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| 63606 |
reddirect
Claim
Reddit MCP Server — No API Keys Required. Browse, post, comment, vote, and mana…
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| 63607 |
An MCP server that guides QA and verification processes by breaking down tasks …
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| 63608 |
computer-use-mac-mcp
Claim
MCP server for macOS desktop automation enabling screenshot, click, type, scrol…
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| 63609 |
Piia Engram
Claim
Local-first AI identity for MCP coding tools. Lessons, decisions, and context y…
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| 63610 |
Enables interaction with YouTube's tools and services through a unified API, fo…
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| 63611 |
Find verified appliance repair, HVAC, and plumbing technicians by location and …
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| 63612 |
linux-remote-mcp
Claim
Enables AI agents to remotely control Linux machines via SSH with 35 tools for …
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| 63613 |
lolzteam-mcp
Claim
MCP server providing access to Lolzteam Market and Forum APIs with 271 tools fo…
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| 63614 |
One Person Company OS
Claim
Build and update a visual operating cockpit for AI-native solo founders.
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| 63615 |
mcp-sqlserver
Claim
A powerful MCP server for Microsoft SQL Server that connects AI assistants dire…
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| 63616 |
Save, search, and compile valuable knowledge from your Claude conversations.
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| 63617 |
showcase-mcp
Claim
MCP server that opens a native desktop window to display rich content (Markdown…
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| 63618 |
medigami
Claim
Attested healthcare-finance MCP: bill scans, appeals, denials, rate + ICD/CPT/N…
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| 63619 |
mcp-quiz-generator
Claim
Generates quizzes from Markdown content and outputs interactive HTML and Word d…
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| 63620 |
Archive Search
Claim
Enables semantic search across conversation archives via MCP, allowing AI clien…
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| 63621 |
google-sheet-mcp
Claim
A local MCP server for creating, reading, and updating Google Sheets.
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| 63622 |
ChiefLab
Claim
Open execution contract for agents doing business work. 6 operators, one MIT-li…
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| 63623 |
ChemLint
Claim
Transforms AI assistants into powerful molecular machine learning workbenches, …
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| 63624 |
Beehiiv MCP
Claim
An MCP server that integrates with the Beehiiv newsletter platform to retrieve …
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| 63625 |
mcp-server
Claim
Generate tailored resumes via AI agents using KlevrCV. Returns a signed PDF dow…
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| 63626 |
mcp-cowork
Claim
A remote MCP server with OAuth and passphrase protection, providing a wide rang…
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| 63627 |
Google Trends API
Claim
Google Trends search interest over time with growth metrics. Free key at trends…
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| 63628 |
classquill-mcp
Claim
Read-only MCP server for ClassQuill, a tutoring-business-management platform.
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| 63629 |
Resilience Architect MCP
Claim
Your proactive chaos engineering companion that analyzes infrastructure code an…
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| 63630 |
sse-email-mcp-server
Claim
Provides email sending and receiving via SMTP/IMAP/POP3, supporting major email…
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| 63631 |
A standalone MCP server for exploring the weclapp REST API v2, providing offlin…
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| 63632 |
mcp-aichat
Claim
MCP server for AI dialogue using various LLM models via AceDataCloud
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| 63633 |
RenderProof
Claim
A local-first MCP server that captures rendered web evidence including screensh…
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| 63634 |
KumoRFM MCP Server
Claim
Enables AI assistants to query KumoRFM for predictive analytics on relational d…
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| 63635 |
Agent Bounty Jobs
Claim
Agent-to-agent bounty board: post tasks with stated rewards, fill them, first a…
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| 63636 |
edstem-mcp
Claim
MCP server for Ed Discussion that enables viewing profile, courses, lessons, th…
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| 63637 |
Gridbert
Claim
Austrian energy data: 100+ electricity tariffs daily, grid fees, subsidies, bil…
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| 63638 |
The Stall
Claim
x402 capability chassis: 170+ AI-callable, pay-per-call data tools (US/global e…
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| 63639 |
LinkedIn Ads Library
Claim
Search and retrieve LinkedIn ads effortlessly. Utilize powerful tools to find a…
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| 63640 |
NodeSeek MCP Server
Claim
An MCP server enabling LLMs to interact with the NodeSeek forum, supporting acc…
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| 63641 |
ReadySMS MCP Server
Claim
Enables sending SMS messages, managing contacts, campaigns, and inbox from AI a…
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| 63642 |
jq-mcp
Claim
An MCP server that exposes a single tool, jq, for running jq filters against JS…
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| 63643 |
AgentTax MCP Server
Claim
Enables MCP tool developers and AI agents to track payments, calculate sales ta…
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| 63644 |
cerata-mcp-server
Claim
Enables hunting and analyzing GitHub repositories, extracting code patterns as …
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| 63645 |
niceassos-spec-mcp
Claim
Exposes foldkit's 7-prime spine, 7 κ-bands, and 6 fold operations as native too…
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| 63646 |
Telegram MCP Server
Claim
Enables AI agents to interact with Telegram via MTProto, supporting high-perfor…
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| 63647 |
Google Flights MCP
Claim
A remote MCP server that searches Google Flights for flight information and air…
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| 63648 |
Control Ableton Live from Claude, Cursor or Codex with LOM tools, device knowle…
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| 63649 |
korea-realestate-mcp
Claim
Enables AI agents to query and analyze Korean apartment real estate transaction…
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| 63650 |
wpscan-mcp
Claim
Enables querying the WPScan API for WordPress plugin, theme, core vulnerabiliti…
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