MCP Server Quality Scores
Independent quality analysis of 69111 public MCP servers
Last updated 1 hour, 39 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 57401 |
jazzcash-mcp
Claim
MCP server for JazzCash mobile wallet and payments (Pakistan). Supports wallet …
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| 57402 |
The Scribble Thing
Claim
Turn one line-art image into a prompt-directed, hand-drawn scribe animation MP4.
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| 57403 |
asdfas123
Claim
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| 57404 |
creditkarma-mcp
Claim
Credit Karma transactions for Claude — spending by category, merchant, and acco…
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| 57405 | — | |||||||||
| 57406 |
fordcor
Claim
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| 57407 |
kabu-mcp
Claim
A secure, read-only MCP server that connects Claude Desktop to TradingView Desk…
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| 57408 |
whoop-mcp
Claim
Provides Claude Desktop with access to WHOOP fitness data including recovery, s…
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| 57409 |
ZeroTrue MCP Server
Claim
Enables detection of AI-generated content in text, images, video, and audio via…
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| 57410 |
MCP Git Commit Generator
Claim
Analyzes Git repository changes and generates conventional, context-aware commi…
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| 57411 |
Parts Finder MCP
Claim
Read-only MCP server for finding, comparing, and shortlisting engineering parts…
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| 57412 |
mdr-medical-device-mcp
Claim
EU MDR (Reg 2017/745) and IVDR (Reg 2017/746) compliance for medical device + I…
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| 57413 |
Enables users to select thinking depth (easy, medium, more, max) for AI respons…
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| 57414 |
queue-inspector-mcp
Claim
An MCP server that lets an agent inspect and operate Redis-backed job queues, s…
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| 57415 |
databricks-sql-mcp
Claim
Enables AI assistants to execute SQL queries and explore databases, tables, and…
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| 57416 |
mcp-server-python
Claim
A Python MCP server providing AI agents with tools for local knowledge base sea…
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| 57417 |
Design System MCP Server
Claim
Provides resources, tools, and prompts for a Design System via MCP protocol, en…
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| 57418 |
arcana
Claim
Provides tarot reading capabilities including drawing spreads, looking up card …
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| 57419 |
Clear Thought MCP Server
Claim
Provides mental models, design patterns, debugging approaches, and structured t…
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| 57420 |
mcp-server-reviewer
Claim
Reviews MCP servers for quality, security, and best practices, providing scores…
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| 57421 |
Enables reading, normalizing, validating, merging, and exporting data from Exce…
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| 57422 |
skosmos-mcp
Claim
Wraps the Skosmos REST API to enable AI assistants to browse, search, and trave…
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| 57423 |
notepadpp-mcp
Claim
MCP server for Notepad++ on Windows that allows opening files, checking editor …
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| 57424 |
gdb-mcp
Claim
MCP server that wraps gdb to enable LLMs to drive live debugging sessions, incl…
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| 57425 |
An MCP server for web content extraction that converts HTML pages into clean, L…
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| 57426 |
onepagecrm-mcp-server
Claim
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| 57427 |
ireal-mcp
Claim
Builds piano-friendly iReal Pro chord charts with deterministic layout, harmoni…
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| 57428 |
ollqd
Claim
Enables indexing and semantic search of codebases and documents via MCP, using …
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| 57429 |
ProPlan
Claim
MCP server for project planning inside Claude. It tracks progress, knows your c…
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| 57430 |
BigQuery Readonly MCP
Claim
Enables reading BigQuery data from ChatGPT using read-only SQL queries, with OA…
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| 57431 |
MCP server exposing CS Executive Services dispatch platform and airplanes.live …
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| 57432 |
aion
Claim
A shared working-state layer for AI coding tools that provides a persistent not…
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| 57433 |
earnlayer
Claim
We help AI startups offset inference costs by monetizing user intent with conte…
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| 57434 |
superpowers-chrome
Claim
Enables direct browser control via Chrome DevTools Protocol, supporting navigat…
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| 57435 |
Enables registration, monitoring, and control of IoT devices via AI agents, wit…
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| 57436 |
New Solana token launch scanner API for AI agents. Monitor new token deployment…
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| 57437 |
n8n-mcp
Claim
A Model Context Protocol (MCP) server that provides AI assistants with comprehe…
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| 57438 |
NotebookLM MCP Server
Claim
A production-ready, fully asynchronous MCP server that bridges AI agents with G…
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| 57439 |
Anaconda MCP
Claim
Beta conda env/package MCP server; requires conda, auth, and Beta Terms.
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| 57440 |
SkyFi MCP Server
Claim
Enables AI agents to search, compare pricing, and order satellite imagery from …
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| 57441 |
my-remote-mcp-py
Claim
A remote MCP Server demo using FastMCP and Streamable HTTP, offering tools (add…
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| 57442 |
그때 뭐랬지?
Claim
A personal memory MCP server that stores and retrieves conversation memories, e…
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| 57443 |
gsc-mcp-server
Claim
Enables Claude to access Google Search Console data including search performanc…
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| 57444 |
runn-mcp
Claim
A generic MCP server that wraps the Runn REST API v1 (read + write) with ID-bas…
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| 57445 |
gmail-mcp
Claim
Enables AI assistants to manage Gmail emails, including sending, searching, and…
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| 57446 |
umbra
Claim
Stealth Chrome MCP server for AI agents providing 77 tools, perfect bot detecti…
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| 57447 |
EliteMCP
Claim
Analyzes directory structures with .gitignore awareness and executes Python cod…
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| 57448 |
A Model Context Protocol (MCP) server for the Atlassian Goals API. Enables AI a…
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| 57449 |
visdemo-fusion-mcp
Claim
MCP server that connects Claude Desktop to an Oracle Fusion Cloud instance. It …
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| 57450 |
Afro.tools MCP Server
Claim
Provides AI agents with structured, verified specs for African APIs like Wave a…
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