MCP Server Quality Scores
Independent quality analysis of 57357 public MCP servers
Last updated 1 hour, 57 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 55351 |
gr-scraper-mcp
Claim
Tracks live board game inventory on thegamerules.com by scraping the catalogue,…
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| 55352 |
mindkeeper-mcp
Claim
Captures ideas from conversations and organizes them into a persistent, hierarc…
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| 55353 |
Provides full read-write access to PostgreSQL databases with advanced transacti…
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| 55354 |
milky-file-search
Claim
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| 55355 |
symbolic_math_mcp
Claim
A standalone FastMCP server that validates symbolic math proof files in YAML fo…
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| 55356 |
web-perception-mcp
Claim
A DOM-first, vision-second MCP server for webpage analysis, combining structura…
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| 55357 |
Yahoo Finance MCP Server
Claim
Provides real-time stock quotes, market indices, historical data, and financial…
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| 55358 |
K-MFDS FoodDB MCP Server
Claim
Provides tools to search Korean food nutrition data from the Ministry of Food a…
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| 55359 |
nano-banana-mcpv2
Claim
Enables AI image generation and editing using Google's Gemini Multimodal Image …
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| 55360 |
tiktok
Claim
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| 55361 |
getgot
Claim
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| 55362 |
mcp-imap-server
Claim
Enables LLMs to read, search, and manage emails via IMAP with secure, read-only…
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| 55363 |
db-memory
Claim
A vector-DB MCP server that gives Claude conversational memory by storing solve…
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| 55364 |
Casefold
Claim
Casefold organizes custody documents for court. Upload filings, declarations, a…
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| 55365 |
Kali Linux MCP Server
Claim
Provides Claude Desktop with access to Kali Linux penetration testing tools via…
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| 55366 |
Filesystem MCP Server
Claim
Enables comprehensive filesystem operations including reading/writing files, di…
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| 55367 |
Enables debugging of Electron applications through the Model Context Protocol, …
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| 55368 |
Odoo MCP Server
Claim
An enterprise-grade MCP server for interacting with Odoo ERP through AI assista…
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| 55369 |
ContextAtlas
Claim
Enables AI coding agents to retrieve and manage code context with hybrid search…
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| 55370 |
eBay Seller MCP Server
Claim
A comprehensive MCP server providing AI assistants with 325 tools to manage eBa…
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| 55371 |
Kimai MCP Server
Claim
Enables AI assistants to interact with Kimai time-tracking API for managing tim…
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| 55372 |
pwndbg-mcp
Claim
An MCP tool that enables AI agents to debug ELF binaries, particularly for CTF …
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| 55373 |
shadcn/ui MCP Server
Claim
Enables AI assistants to access and manage shadcn/ui v4 components, including s…
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| 55374 |
Provides a standardized interface for interacting with Replicate's tools and se…
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| 55375 |
Jira MCP Server
Claim
Custom MCP server for interacting with Jira, supporting issue management, searc…
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| 55376 |
amiready-ai-2
Claim
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| 55377 |
ebay-mcp
Claim
Enables interaction with eBay APIs for account verification, item search, and b…
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| 55378 |
mcp-coinmarketcap
Claim
Enables AI agents to query cryptocurrency data including prices, market cap, ra…
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| 55379 |
rewynd
Claim
Enables coding agents to debug backend requests by providing tools to list, vie…
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| 55380 |
test
Claim
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| 55381 |
roger
Claim
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| 55382 |
UOFastMCP
Claim
Enables interaction with U2 UniData/UniVerse databases through MCP tools for fi…
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| 55383 |
codex-antigravity-bridge
Claim
Enables MCP-compatible clients like Codex to delegate tasks to the Antigravity …
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| 55384 |
plane-mcp-server
Claim
Enables to manage Plane CE projects, issues, pages, modules, cycles, and more v…
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| 55385 |
@yocoolab/mcp-server
Claim
Exposes Yocoolab design feedback threads, selections, and activity events as to…
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| 55386 |
supabase-godmode-v2
Claim
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| 55387 |
immigration-mcp
Claim
MCP server for US immigration guidance — live Visa Bulletin, priority date chec…
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| 55388 |
MCP Demo Project
Claim
A collection of MCP servers demonstrating math operations, weather data, and La…
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| 55389 |
local-code-mcp
Claim
Safe local MCP server for Windows to list, read, search, patch, backup, and ver…
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| 55390 |
lean-reader
Claim
Token-minimized URL-to-clean-text reader for LLMs, with a token-savings receipt.
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| 55391 |
remote-mcp-server
Claim
Deploys a remote MCP server on Cloudflare Workers with OAuth login, enabling to…
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| 55392 |
DevDocs MCP Server
Claim
Enables AI assistants like Claude to search and retrieve technical documentatio…
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| 55393 |
Superforms
Claim
Human-input bridge for AI agents with voice-first answer links, MCP tools, and …
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| 55394 |
open-meteo-mcp-server
Claim
Provides comprehensive access to Open-Meteo weather APIs, including forecasts, …
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| 55395 |
An MCP server that integrates Kagi Translate as tools for translation, URL tran…
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| 55396 |
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
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| 55397 |
OpenCoffer
Claim
Enables querying personal finance data including accounts, transactions, spendi…
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| 55398 |
Kodus OSV
Claim
HTTP server exposing OSV (v1) for open source vulnerability lookup via osv_quer…
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| 55399 |
VTrack MCP Server
Claim
MCP server that exposes the V-Track project management API as tools for AI assi…
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| 55400 |
llauncher
Claim
Manages llama.cpp llama-server instances with tools for lifecycle management, c…
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