MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 2 hours, 56 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 43551 |
Overleaf MCP
Claim
Enables LLM agents to read and update Overleaf LaTeX papers via git, with tools…
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| 43552 |
yandex-mail-mcp
Claim
Provides 28 tools to read, search, send, and manage Yandex Mail emails via the …
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| 43553 |
AIO Agents MCP
Claim
GSC CPG to Retail Grocery Nodes. 2,235 banners across 28 markets. By GreenCore …
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| 43554 |
Due Diligence Assistant
Claim
Provide comprehensive due diligence support by integrating various data sources…
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| 43555 |
mcp-qr
Claim
Generates QR code PNG images from text or URLs with customizable options like s…
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| 43556 |
Browser tasks, sessions, and recipes for MCP and HTTP automation.
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| 43557 |
amazon-trends-mcp
Claim
Provides Amazon search volume trends and growth signals to measure real consume…
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| 43558 |
Medical MCP Server
Claim
A comprehensive Model Context Protocol (MCP) server for medical document proces…
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| 43559 |
SIFTGuard
Claim
Enables autonomous digital forensics and incident response by wrapping SIFT Wor…
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| 43560 |
Financial Research
Claim
Analyze stocks with summaries, SEC filings, analyst targets and recommendations…
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| 43561 |
AI-Agentic-MCP
Claim
An MCP server exposing employee info retrieval and web search tools, designed t…
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| 43562 |
Enables searching and retrieving Taiwan judicial judgments, including full-text…
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| 43563 |
JustFix Estimator
Claim
Quote UK trades jobs from any AI agent. Price breakdown + tappable booking link.
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| 43564 |
umeng-openapi-mcp-server
Claim
MCP server for 友盟 U-App mobile analytics, enabling AI agents to query app stati…
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| 43565 |
mcp-ado-browser
Claim
Provides read-only access to Azure DevOps using your browser session, no PAT re…
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| 43566 |
hypothesis-mcp
Claim
MCP server for the Hypothesis annotation service, enabling Claude to search, cr…
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| 43567 |
appoiint
Claim
Agent communication platform enabling meetings, messaging, helpdesk, CRM, and s…
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| 43568 |
tshark-mcp
Claim
An MCP server that exposes TShark as tools for AI-assisted network packet analy…
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| 43569 |
nexus-convergence-mcp
Claim
Exposes the Balanced Intelligence Convergence Pipeline as MCP tools for multi-L…
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| 43570 |
A lightweight MCP server enabling web search and content fetching via TinyFish …
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| 43571 |
A serverless proxy for the Graphiti MCP server, enabling AI agents to maintain …
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| 43572 |
webhook-mcp
Claim
An MCP server that sends webhook notifications to a configured URL, enabling AI…
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| 43573 |
OzBridge
Claim
Bridges Warp's Oz coding agent to any IDE or MCP client (Claude Code, Cursor, C…
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| 43574 |
Remoote Remote Jobs MCP
Claim
Search remote jobs, compare salaries, create alerts, and request user-confirmed…
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| 43575 |
x402station
Claim
Pre-flight oracle for x402 — detect decoys, zombies, and price traps before age…
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| 43576 |
locateanything
Claim
A local GeoGuessr-for-real-life: reads EXIF GPS and reasons over visual clues u…
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| 43577 |
mt5ctl
Claim
An MCP server for operating headless MetaTrader 5 terminals — over SSH, from yo…
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| 43578 |
Cybersecurity-MCP-Server
Claim
Cybersecurity reconnaissance server for Claude. WHOIS lookup, DNS enumeration w…
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| 43579 |
zoom-summaries
Claim
Enables users to fetch Zoom meeting summaries and write them into matching Obsi…
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| 43580 |
MCP Launch Assistant
Claim
Manages the lifecycle of MCP services with health monitoring, auto-restart capa…
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| 43581 |
MTIB MCP Server
Claim
Enables Claude Code to interact with embedded hardware test benches via MTIB gR…
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| 43582 |
mcp-nsa
Claim
MCP server for Polish administrative case-law (NSA + regional administrative co…
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| 43583 |
ANSYS MCP Server
Claim
Enables natural language-driven ANSYS simulations (Fluent, Mechanical, Geometry…
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| 43584 |
lu-eli-mcp
Claim
Enables querying Luxembourg legislation metadata and full Akoma Ntoso text via …
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| 43585 |
wp-seo-mcp
Claim
This MCP server automates WordPress SEO blog creation from content generation t…
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| 43586 |
seaworthy-mcp
Claim
Disability insurance brokerage: submit a quote request on a user’s behalf, plus…
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| 43587 |
WLST MCP Server
Claim
MCP server for Oracle WebLogic Server administration using WLST, enabling serve…
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| 43588 |
discord-mcp
Claim
A read-only Discord MCP server that allows AI agents to list channels, read mes…
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| 43589 |
UI Canvas MCP
Claim
Enables AI agents to read and manipulate visual UI designs drawn on a canvas, t…
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| 43590 |
apex-memory
Claim
Persistent memory for AI coding agents. Enables agents to save and recall decis…
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| 43591 |
Web Search MCP
Claim
Provides LLMs with real-time web search and content extraction capabilities, in…
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| 43592 |
Loreum MCP Server
Claim
Connects MCP-compatible AI assistants to query and modify worldbuilding data (e…
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| 43593 |
asc-mcp
Claim
An opinionated MCP server for App Store Connect that provides 13 curated tools,…
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| 43594 |
mochi-mcp
Claim
MCP server for Mochi Cards API, enabling AI assistants to manage flashcards, de…
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| 43595 |
dTelecom STT
Claim
Real-time speech-to-text for AI assistants. Transcribe audio files with product…
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| 43596 |
TrainingPeaks MCP
Claim
Connect TrainingPeaks to Claude and other AI assistants via the Model Context P…
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| 43597 |
aurum-mcp
Claim
Queries Aurum design system components, tokens, icons, Figma node IDs, and chan…
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| 43598 |
gl-mcp-feedback
Claim
A feedback-oriented MCP server with a Web UI for AI development workflows, enab…
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| 43599 |
TradingView MCP Bridge
Claim
Enables AI assistants to interact with locally running TradingView Desktop for …
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| 43600 |
FinSage MCP
Claim
Connects AI agents to the Finnhub API for real-time stock quotes, market news, …
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