MCP Server Quality Scores

Independent quality analysis of 57357 public MCP servers

57357
Discovered
29805
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 57 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55351
Psilolouben
Tracks live board game inventory on thegamerules.com by scraping the catalogue,…
55352
icedsg
Captures ideas from conversations and organizes them into a persistent, hierarc…
N/A N/A
55353
startino
Provides full read-write access to PostgreSQL databases with advanced transacti…
N/A N/A
55354 N/A N/A 95
55355
BrosnanYuen
A standalone FastMCP server that validates symbolic math proof files in YAML fo…
N/A N/A
55356
JaviGala
A DOM-first, vision-second MCP server for webpage analysis, combining structura…
N/A N/A
55357
shukitchan
Provides real-time stock quotes, market indices, historical data, and financial…
55358
slicequeue
Provides tools to search Korean food nutrition data from the Ministry of Food a…
55359
notfixingit3
Enables AI image generation and editing using Google's Gemini Multimodal Image …
55360
lekt9
tiktok Claim
N/A N/A 95
55361
luz33c
getgot Claim
N/A N/A 95
55362
mattias242
Enables LLMs to read, search, and manage emails via IMAP with secure, read-only…
55363
Ak1Ena
db-memory Claim
A vector-DB MCP server that gives Claude conversational memory by storing solve…
55364
casefold
Casefold Claim
Casefold organizes custody documents for court. Upload filings, declarations, a…
81
55365
marklechner
Provides Claude Desktop with access to Kali Linux penetration testing tools via…
N/A N/A
55366
ahmetshbz1
Enables comprehensive filesystem operations including reading/writing files, di…
N/A N/A 95
55367
amafjarkasi
Enables debugging of Electron applications through the Model Context Protocol, …
N/A N/A
55368
edubolivar
An enterprise-grade MCP server for interacting with Odoo ERP through AI assista…
55369
codefromkarl
ContextAtlas Claim
Enables AI coding agents to retrieve and manage code context with hybrid search…
N/A N/A
55370
jyarbro
A comprehensive MCP server providing AI assistants with 325 tools to manage eBa…
55371
glazperle
Enables AI assistants to interact with Kimai time-tracking API for managing tim…
55372
RocketMaDev
pwndbg-mcp Claim
An MCP tool that enables AI agents to debug ELF binaries, particularly for CTF …
55373
sherifButt
Enables AI assistants to access and manage shadcn/ui v4 components, including s…
55374
universal-mcp
Provides a standardized interface for interacting with Replicate's tools and se…
55375
abdoosalomov
Custom MCP server for interacting with Jira, supporting issue management, searc…
N/A N/A
55376 N/A N/A 95
55377
taka392
ebay-mcp Claim
Enables interaction with eBay APIs for account verification, item search, and b…
55378
pipeworx-io
Enables AI agents to query cryptocurrency data including prices, market cap, ra…
55379
SrinjoyDev
rewynd Claim
Enables coding agents to debug backend requests by providing tools to list, vie…
N/A N/A
55380
dnuzzolillo
test Claim
N/A N/A 95
55381
roger
roger Claim
N/A N/A 95
55382
RoKiPaRk
UOFastMCP Claim
Enables interaction with U2 UniData/UniVerse databases through MCP tools for fi…
N/A N/A
55383
Common-ka
Enables MCP-compatible clients like Codex to delegate tasks to the Antigravity …
N/A N/A
55384
philipvanlewis
Enables to manage Plane CE projects, issues, pages, modules, cycles, and more v…
55385
Yocoolab
Exposes Yocoolab design feedback threads, selections, and activity events as to…
55386 N/A N/A 95
55387
tushariitr-19
MCP server for US immigration guidance — live Visa Bulletin, priority date chec…
N/A N/A
55388
vaibhavGala262
A collection of MCP servers demonstrating math operations, weather data, and La…
N/A N/A
55389
JS190-prog
Safe local MCP server for Windows to list, read, search, patch, backup, and ver…
N/A N/A
55390
AIMento
lean-reader Claim
Token-minimized URL-to-clean-text reader for LLMs, with a token-savings receipt.
N/A N/A
55391
Jammy2005
Deploys a remote MCP server on Cloudflare Workers with OAuth login, enabling to…
N/A N/A
55392
emaland
Enables AI assistants like Claude to search and retrieve technical documentatio…
N/A N/A
55393
brentgilmore
Superforms Claim
Human-input bridge for AI agents with voice-first answer links, MCP tools, and …
55394
windsornguyen
Provides comprehensive access to Open-Meteo weather APIs, including forecasts, …
55395
subhangadirli
An MCP server that integrates Kagi Translate as tools for translation, URL tran…
55396
muditkalra
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
55397
osirishorus
OpenCoffer Claim
Enables querying personal finance data including accounts, transactions, spendi…
55398
kodustech
Kodus OSV Claim
HTTP server exposing OSV (v1) for open source vulnerability lookup via osv_quer…
N/A N/A 95
55399
harrynguyen14
MCP server that exposes the V-Track project management API as tools for AI assi…
55400
shanevcantwell
llauncher Claim
Manages llama.cpp llama-server instances with tools for lifecycle management, c…
N/A N/A
Showing 55351–55400 of 57357 servers