MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 1 hour, 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39001 |
uMCP
Claim
Provides a privacy-preserving security framework for AI agents using the Model …
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| 39002 |
mcp-google-oauth
Claim
MCP server with built-in Google OAuth 2.0 authentication, enabling secure tool …
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| 39003 |
safetyreplay-mcp
Claim
Paid remote MCP for safety replays, policy gates, eval receipts, and release ev…
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| 39004 |
R2 Bucket MCP
Claim
Enables file operations (upload, download, list, delete) on Cloudflare R2 (S3-c…
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| 39005 |
Read and write a self-hosted TriliumNext knowledge base over its ETAPI.
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| 39006 |
GovGreed MCP
Claim
Integrates GovGreed's congressional-trading intelligence API, giving Claude nat…
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| 39007 |
Gemini MCP Chatbot
Claim
An MCP server exposing calculator, file read, and file write tools for the Gemi…
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| 39008 |
vigil-fraud-alert
Claim
Proximity-based card fraud detection with AI risk scoring.
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| 39009 |
dejared
Claim
Explore, analyze, and decompile Java JAR files via MCP
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| 39010 |
mcp-google-reader
Claim
MCP server that reads Google Docs and Google Sheets content for AI assistants l…
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| 39011 |
Repo intel for AI coding agents: overview, PRs, contributors, hot files, CI, de…
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| 39012 |
Model Context Protocol (MCP) server that interacts with Shopify Dev.
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| 39013 |
Virohana Business
Claim
Virohana business catalogue, pricing, company info & quote intake. Bearer auth,…
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| 39014 |
DeAlgo MCP Server
Claim
Runtime decision firewall for AI agents that exposes the CSC engine as an MCP s…
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| 39015 |
XFMS — Model Source
Claim
Pick the right LLM for any task. Ranked shortlist with rationale across 8 evalu…
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| 39016 |
Backlink tools for AI assistants: redirect, Google index, and backlink health c…
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| 39017 |
hermes-mcp
Claim
An MCP server that allows Claude Desktop and other MCP clients to delegate task…
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| 39018 |
M365 MCP
Claim
MCP server for Microsoft 365 via the Microsoft Graph API, providing read-only a…
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| 39019 |
A natural language-based server analysis and monitoring system that automatical…
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| 39020 |
This server enables AI to match Figma design nodes with React components from S…
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| 39021 |
cli-builder-ai-mcp
Claim
cli-builder-ai-mcp MCP server by MEOK AI Labs
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| 39022 |
gdc-claude-plugin
Claim
Enables using the GDC (gdc-service) from Claude Code/Desktop through MCP tools,…
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| 39023 |
CareerPilot
Claim
An AI job-hunt copilot that enables searching live job boards, shortlisting ope…
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| 39024 |
mesh-89-tracker-mcp
Claim
Exposes the 7-prime spine, 7 kappa-bands, and 6 fold operations as native tools…
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| 39025 |
Indonesia payments for AI agents — GoPay, QRIS, Alfamart, bank VA via Midtrans.…
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| 39026 |
Claude Synergy
Claim
Provides a local, queryable mirror of changelogs from Anthropic and related AI …
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| 39027 |
MCP server that enables AI agents to fetch and summarize WeChat public articles…
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| 39028 |
download-books-mcp
Claim
Enables agents to search and download books from LibGen and Z-Library via MCP t…
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| 39029 |
easyeda-pro-mcp
Claim
MCP server and EasyEDA Pro extension bridge for live project assistance.
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| 39030 |
overleaf-mcp
Claim
Enables editing Overleaf projects from Claude, with tools to list, read, edit, …
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| 39031 |
nostr-read-mcp
Claim
A read-only MCP server for AI agents to access Nostr profiles, notes, search, a…
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| 39032 |
Deploy a remote MCP server on Cloudflare Workers without authentication, suppor…
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| 39033 |
fallclaim-mcp
Claim
Exposes tools for fold operations and κ-band analysis, enabling interaction wit…
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| 39034 |
Convert Speech to Text using JigsawStack's AI Models.
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| 39035 |
mcp-units
Claim
An MCP server that provides deterministic unit conversions backed by Pint, enab…
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| 39036 |
Ghost MCP
Claim
MCP server for Ghost CMS that lets Claude manage posts, pages, members, tags, a…
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| 39037 |
fillin
Claim
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| 39038 |
ssh-mcp-server
Claim
Enables SSH command execution, file uploads/downloads, and multi-server managem…
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| 39039 |
SparrowDesk
Claim
Connect to SparrowDesk using MCP and manage your tickets, knowledge base and mo…
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| 39040 |
codex-mcp
Claim
A MCP server that enables Claude Code to delegate coding tasks to Codex via the…
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| 39041 |
JIRA MCP
Claim
A Model Context Protocol server for integrating JIRA with Claude, enabling AI a…
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| 39042 |
A sandboxed, agentic workspace providing secure filesystem, bash, and uv-powere…
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| 39043 |
tkinter-mcp-server
Claim
MCP server for launching, inspecting, and interacting with Tkinter GUI applicat…
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| 39044 |
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| 39045 |
agent-coordination-mcp
Claim
Experimental MCP server for coordinating CLI agents across projects using file-…
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| 39046 |
Dev Team MCP
Claim
Autonomous AI software development pipeline that transforms tickets into produc…
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| 39047 |
HiveAttest
Claim
Pre-action attestation perimeter for AI agents — 8 primitives, signed C18 recei…
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| 39048 |
mcp-tour
Claim
Integrates the Korea Tourism Organization's API to provide tourist spot recomme…
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| 39049 |
docx-editor-mcp
Claim
Enables AI assistants to create, edit, and extract data from Microsoft Word doc…
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| 39050 |
serper-search
Claim
A Model Context Protocol server that enables web searching using the Serper API…
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