MCP Server Quality Scores
Independent quality analysis of 62421 public MCP servers
Last updated 3 hours, 11 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 62201 |
Q1 Crafter MCP
Claim
Automates academic research from multi-source discovery across 18 databases to …
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| 62202 |
Enables querying of Hong Kong government data on elderly community care service…
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| 62203 |
Tracks workflows, tasks, blockers, and decisions locally for Claude Code, using…
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| 62204 |
financial-research-agent
Claim
MCP server that exposes stock research tools (fundamentals, news, technicals, a…
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| 62205 |
PasteAI
Claim
An MCP server that lets AI publish markdown documents to a clean, themed web UI…
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| 62206 |
google-alerts-mcp
Claim
A Google Alerts MCP server that fetches news articles by simulating browser wor…
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| 62207 |
google_ads_mcp_lee
Claim
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| 62208 |
My-Obscura-mcp
Claim
My-Obscura-mcp
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| 62209 |
databricks-mcp-server
Claim
Provides tools for interacting with Databricks clusters, jobs, and workspace op…
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| 62210 |
superposition-mcp
Claim
Provides a deterministic, keyless two-pole terrain map from an agent's task fra…
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| 62211 |
karnavals
Claim
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| 62212 |
fedreg-mcp
Claim
An MCP server that provides AI agents with access to U.S. Federal Register rule…
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| 62213 |
Paperboy
Claim
Enables sending Markdown or EPUB content to a Kindle device via MCP. Users can …
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| 62214 |
Enables AI assistants to interact with the ReliaQuest GreyMatter platform via 1…
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| 62215 |
Databar MCP Server
Claim
Enables AI assistants to interact with Databar.ai's data enrichment API, allowi…
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| 62216 |
Progressive Skills MCP
Claim
MCP server implementing progressive disclosure for skill instructions, loading …
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| 62217 |
boxes-mcp
Claim
Enables management of GNOME Boxes virtual machines through libvirt/virsh with l…
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| 62218 |
omega-stenographer-mcp
Claim
Omega Stenographer MCP is the passive observation layer of the VERITAS & Sovere…
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| 62219 |
leads-mcp
Claim
Lead generation MCP server for AI agents. Find emails, verify contacts, enrich …
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| 62220 |
Seedance MCP
Claim
Enables video generation using the Seedance 2.0 model through MCP, supporting b…
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| 62221 |
shopify-forecast-mcp
Claim
Enables AI assistants to forecast revenue and demand for Shopify stores using G…
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| 62222 |
caselegis-mcp
Claim
Enables searching, retrieving, and checking citation status of California legal…
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| 62223 |
Enables to perform mathematical calculations, retrieve weather information, and…
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| 62224 |
MCP VRBO
Claim
Enables searching and retrieving VRBO vacation rental listings using browser au…
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| 62225 |
Enables YouTube video search and audio download via web scraping, requiring no …
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| 62226 |
meticulous-mcp
Claim
MCP server for controlling Meticulous espresso machines via Claude and other AI…
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| 62227 |
WorkTracker MCP Server
Claim
Enables natural language time tracking and booking for WorkTracker via MCP tool…
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| 62228 |
transcript-magic
Claim
Generate transcripts from YouTube, TikTok, Instagram, and Facebook videos.
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| 62229 |
mcp-coordinator
Claim
Prevents AI coding agents from conflicting by coordinating file claims and reso…
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| 62230 |
ZGTS Derma Roller
Claim
Expert MCP server for derma roller (microneedling) guidance. 4 tools: needle si…
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| 62231 |
Enables AI assistants to retrieve transcripts from YouTube videos via a serverl…
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| 62232 |
Mathematica MCP Server
Claim
Enables MCP clients to execute Mathematica code via wolframscript and verify ma…
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| 62233 |
Unredactor MCP
Claim
Detects and replaces black redaction boxes in PDF documents, enabling AI assist…
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| 62234 |
pii-anonymizer
Claim
MCP server for automatic detection and redaction of PII in text, with anonymiza…
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| 62235 |
mcp-1
Claim
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| 62236 |
mcp-server-ngzorro
Claim
Enables querying NG-ZORRO (Ant Design for Angular) documentation and examples v…
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| 62237 |
mcp-store-scraper
Claim
MCP server that scrapes app data from Google Play and Apple App Store, providin…
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| 62238 |
Vector Memory MCP Server
Claim
Enables AI assistants to save and recall information from files or free-form no…
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| 62239 |
Japanese Anki MCP Server
Claim
MCP server for Japanese language learning with Anki, enabling vocabulary card c…
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| 62240 |
Sales Dashboard
Claim
Enables interactive sales data exploration within Claude through a dynamic dash…
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| 62241 |
FreeFeed MCP Server
Claim
MCP server for the FreeFeed social network API. Enables reading timelines, post…
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| 62242 |
EmbeDocs-MCP
Claim
Enables AI assistants to access up-to-date documentation by indexing GitHub rep…
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| 62243 |
easydeploy-ai-mcp
Claim
A Model Context Protocol (MCP) server that exposes the EasyDeploy public REST A…
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| 62244 |
zoho-bookkeeper-mcp
Claim
MCP server for Zoho Books integration, enabling AI agents to perform bookkeepin…
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| 62245 |
@hasna/domains
Claim
MCP server for domain portfolio management, registrar operations, marketplace, …
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| 62246 |
code-search
Claim
Semantic + lexical code search as an MCP server. Agents query in natural langua…
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| 62247 |
Enables natural language interactions with Salesforce data, metadata, and repor…
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| 62248 |
Conqueror's Haki
Claim
Prioritizes tasks by eliminating distractions, returning a ranked shortlist bas…
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| 62249 |
An MCP server for rental apartment aggregation, enabling geographic polygon sea…
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| 62250 |
n8n MCP Server
Claim
Enables AI assistants to securely manage n8n workflows, executions, and credent…
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