MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

54421
Discovered
29763
Scored
2112
Verified
16952
Complete

Last updated 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52751
icedsg
Captures ideas from conversations and organizes them into a persistent, hierarc…
N/A N/A
52752
dpaula
A secure MCP server that exposes local repository context to ChatGPT/Codex with…
N/A N/A
52753
delta-and-beta
Maps Electron app IPC handlers to MCP tools and provides 33 built-in CDP tools …
N/A N/A
52754
LRGEX
Stateless MCP server exposing the full Notion API as 33 tools, enabling users t…
52755
marklechner
Provides Claude Desktop with access to Kali Linux penetration testing tools via…
N/A N/A
52756
lekt9
tiktok Claim
N/A N/A 95
52757
slicequeue
Provides tools to search Korean food nutrition data from the Ministry of Food a…
52758
mattias242
Enables LLMs to read, search, and manage emails via IMAP with secure, read-only…
52759
BrosnanYuen
A standalone FastMCP server that validates symbolic math proof files in YAML fo…
N/A N/A
52760
Ak1Ena
db-memory Claim
A vector-DB MCP server that gives Claude conversational memory by storing solve…
52761
casefold
Casefold Claim
Casefold organizes custody documents for court. Upload filings, declarations, a…
81
52762
JaviGala
A DOM-first, vision-second MCP server for webpage analysis, combining structura…
N/A N/A
52763
notfixingit3
Enables AI image generation and editing using Google's Gemini Multimodal Image …
52764 N/A N/A 95
52765
luz33c
getgot Claim
N/A N/A 95
52766
sherifButt
Enables AI assistants to access and manage shadcn/ui v4 components, including s…
52767
universal-mcp
Provides a standardized interface for interacting with Replicate's tools and se…
52768
jyarbro
A comprehensive MCP server providing AI assistants with 325 tools to manage eBa…
52769 N/A N/A 95
52770
algolayer
mapsi-mcp Claim
Geocoding, routing, isochrone, H3, elevation and 13 more geospatial tools via O…
N/A N/A
52771
edubolivar
An enterprise-grade MCP server for interacting with Odoo ERP through AI assista…
52772
codefromkarl
ContextAtlas Claim
Enables AI coding agents to retrieve and manage code context with hybrid search…
N/A N/A
52773
abdoosalomov
Custom MCP server for interacting with Jira, supporting issue management, searc…
N/A N/A
52774
amafjarkasi
Enables debugging of Electron applications through the Model Context Protocol, …
N/A N/A
52775
glazperle
Enables AI assistants to interact with Kimai time-tracking API for managing tim…
52776
RocketMaDev
pwndbg-mcp Claim
An MCP tool that enables AI agents to debug ELF binaries, particularly for CTF …
52777
xiaojiou176-open
Read-only MCP server for the local Campus Copilot BFF and imported workspace sn…
N/A N/A 95
52778
taka392
ebay-mcp Claim
Enables interaction with eBay APIs for account verification, item search, and b…
52779
CSOAI-ORG
UK AI regulation compliance tools for AI agents. Capabilities: UK risk classifi…
N/A N/A
52780
pipeworx-io
Enables AI agents to query cryptocurrency data including prices, market cap, ra…
52781
roger
roger Claim
N/A N/A 95
52782
philipvanlewis
Enables to manage Plane CE projects, issues, pages, modules, cycles, and more v…
52783
SrinjoyDev
rewynd Claim
Enables coding agents to debug backend requests by providing tools to list, vie…
N/A N/A
52784
Yocoolab
Exposes Yocoolab design feedback threads, selections, and activity events as to…
52785
Common-ka
Enables MCP-compatible clients like Codex to delegate tasks to the Antigravity …
N/A N/A
52786 N/A N/A 95
52787
riditaatexos
Provide a humor-focused agent that delivers concise, engaging jokes upon user r…
N/A N/A 95
52788
RoKiPaRk
UOFastMCP Claim
Enables interaction with U2 UniData/UniVerse databases through MCP tools for fi…
N/A N/A
52789
dnuzzolillo
test Claim
N/A N/A 95
52790
Rocketech-Software-Development
formacv Claim
FormaCV MCP server for AI-powered CV formatting, anonymization, tailoring, and …
N/A N/A
52791
windsornguyen
Provides comprehensive access to Open-Meteo weather APIs, including forecasts, …
52792
JS190-prog
Safe local MCP server for Windows to list, read, search, patch, backup, and ver…
N/A N/A
52793
subhangadirli
An MCP server that integrates Kagi Translate as tools for translation, URL tran…
52794
muditkalra
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
52795
tushariitr-19
MCP server for US immigration guidance — live Visa Bulletin, priority date chec…
N/A N/A
52796
brentgilmore
Superforms Claim
Human-input bridge for AI agents with voice-first answer links, MCP tools, and …
52797
vaibhavGala262
A collection of MCP servers demonstrating math operations, weather data, and La…
N/A N/A
52798
themewireco
Synchronity Claim
Enables AI assistants to search, compare, and buy products across connected Woo…
N/A N/A
52799
osirishorus
OpenCoffer Claim
Enables querying personal finance data including accounts, transactions, spendi…
52800
shanevcantwell
llauncher Claim
Manages llama.cpp llama-server instances with tools for lifecycle management, c…
N/A N/A
Showing 52751–52800 of 54421 servers