MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35551 |
tcgen-st-test-mcp
Claim
Provides offline semantic validation for TcGen Structured Text (ST) review bund…
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| 35552 |
htmlbook
Claim
Publish AI-generated HTML & Markdown to a hosted, shareable URL via MCP.
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| 35553 |
MCP Spec Generator
Claim
Converts user story documents (from Notion, Google Docs, PDFs, etc.) into struc…
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| 35554 |
Cortex
Claim
Obsidian-backed knowledge graph with semantic search, entity extraction, and cr…
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| 35555 |
Enterprise MCP Skill Hub
Claim
Enterprise MCP Skill Hub is a locally runnable reference implementation of a go…
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| 35556 |
catalog
Claim
Search 18,723 verified restaurants and bars across 20 cities, each with a 0-100…
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| 35557 |
ManifestYOU
Claim
A soul document API for AI agents. Injects a short grounding preamble into your…
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| 35558 |
mcp-golang-server
Claim
Provides Go language tools for LLMs to analyze, test, and format Go code.
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| 35559 |
Personal MCP Server
Claim
Enables AI assistants to fetch and process YouTube video transcripts in multipl…
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| 35560 |
Integrates with Google Docs and Gmail to append content and create drafts, with…
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| 35561 |
ThinkPrompt MCP Server
Claim
Connects AI assistants to the ThinkPrompt platform, enabling management of styl…
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| 35562 |
holiday-photo-plus-2
Claim
Holiday photo MCP server: list and fetch personal holiday photos inline in Clau…
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| 35563 |
random-generator
Claim
Generate cryptographically secure integers, floats, bytes, UUIDs, strings, bool…
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| 35564 |
sled-feed
Claim
MCP server for US (Mississippi) and UK government procurement feeds. Search liv…
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| 35565 |
matcha money
Claim
Develop your ritual for financial wellness.
Connect your accounts, automate yo…
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| 35566 |
Real-time US state ABC (Alcoholic Beverage Control) liquor license compliance r…
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| 35567 |
Agent Cost Allocator MCP — multi-tenant LLM cost attribution for chargeback bil…
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| 35568 |
Perfex CRM
Claim
Read and write a self-hosted Perfex CRM from an AI agent: 148 permission-filter…
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| 35569 |
This server enables interaction with SailPoint IdentityIQ through SCIM API endp…
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| 35570 |
@curatedmcp/mcp
Claim
Search, verify, and get risk profiles for MCP servers from the CuratedMCP catal…
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| 35571 | — | |||||||||
| 35572 |
Trading Volatility MCP
Claim
Enables AI agents to discover and retrieve options market-structure data (GEX, …
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| 35573 |
MCP server for vacation rental direct bookings. Search properties, check availa…
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| 35574 |
Aggregates data from Google Calendar, TripIt, and Fireflies.ai to generate comp…
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| 35575 |
Check any Base wallet before you pay it. Free, no signup, no account needed.
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| 35576 |
Arthor-Agent
Claim
...
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| 35577 |
Provides complete QuickBooks Online API integration for Claude Code and other M…
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| 35578 |
1Claw Vault
Claim
HSM-backed vault secrets for AI agents (JIT fetch) plus prompt-injection and th…
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| 35579 |
realhands
Claim
An MCP server that lets Claude operate your real computer by moving the actual …
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| 35580 |
ComfyUI MCP Hub
Claim
Give AI agents full control over your local ComfyUI by exposing 77 tools for wo…
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| 35581 |
mcp-base64
Claim
Provides tools to encode files to Base64 strings and decode Base64 content back…
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| 35582 |
Enables high-quality AI image generation with superior text rendering using the…
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| 35583 |
AIMCP
Claim
MCP server that distributes tool specifications from GitLab repositories to IDE…
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| 35584 |
kiira
Claim
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| 35585 |
vibecompass-mcp
Claim
MCP server that connects AI coding tools to VibeCompass projects for reading co…
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| 35586 |
clearskies MCP Server
Claim
Provides AI assistants with tools for code generation, documentation, and proje…
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| 35587 |
mcp-multi-weather
Claim
MCP server for checking historical weather data for cities using OpenWeather AP…
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| 35588 |
dough-mcp
Claim
A read-only MCP server for the Dough personal finance app, enabling assistants …
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| 35589 |
Enables forensic investigators to acquire data from Android devices via ADB, in…
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| 35590 |
Eco Van Move Booking
Claim
Moving estimates, box rentals, and delivery in BC. Requires Eco Van Move accoun…
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| 35591 |
file2markdown
Claim
Convert documents and web pages to clean Markdown: PDF, DOCX, XLSX, EPUB, scann…
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| 35592 |
insurance-verification-mcp MCP server by MEOK AI Labs
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| 35593 |
ViewMax Studio MCP
Claim
Enables Claude to generate AI videos using ViewMax Studio's video generation to…
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| 35594 |
Data-economy news: markets, alt data, AI training data, licensing, deals. Agent…
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| 35595 |
erddap-mcp-demo
Claim
Enables LLMs to interact with ERDDAP search, metadata, and tabledap services fo…
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| 35596 |
mcp
Claim
MCP server for the Geomelon geographic API — stdio and remote HTTP transports
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| 35597 |
ssh-shell-mcp
Claim
AI-native SSH orchestration server enabling Claude or any MCP agent to execute …
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| 35598 |
SciComp Docs Agent
Claim
MCP server for searching and querying Aalto SciComp documentation (Triton HPC g…
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| 35599 |
LinkedIn Jobs MCP Server
Claim
Self-hosted MCP server that scrapes LinkedIn jobs using your authenticated sess…
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| 35600 |
A generative AI agent that searches song lyrics across the web and returns resu…
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