MCP Server Quality Scores

Independent quality analysis of 46347 public MCP servers

46347
Discovered
29531
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 38 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42301
CSOAI-ORG
String Utils Ai tools for AI agents. Capabilities: slugify, camel to snake, tru…
N/A N/A
42302
notfixingit3
Enables AI image generation and editing using Google's Gemini Multimodal Image …
42303
JaviGala
A DOM-first, vision-second MCP server for webpage analysis, combining structura…
N/A N/A
42304
obirimensah05
wa-bridge Claim
A self-hosted WhatsApp bridge that exposes a stdio MCP server with ~20 tools fo…
N/A N/A
42305
parajuliminiyan
An AI-powered QA automation tool that crawls web pages, generates Playwright-ba…
N/A N/A
42306
mikrominiw
MMWRAG Claim
Bilingual RAG for scientific literature with search-only MCP server. Enables hy…
N/A N/A
42307
Jon2G
A cross-platform MCP server providing secure, user-approved privilege escalatio…
N/A N/A
42308
gu-does-git
An MCP server for the Pluggy Open Finance Brazil API, enabling connection to ba…
42309
falconcr
Enables Google Developer Experts, Docker Captains, and Microsoft MVPs to submit…
42310
iamkw0n
youtube-mcp Claim
Enables YouTube search, video details, channels, playlists, and comments scrapi…
N/A N/A
42311
WinstonFassett
An MCP server that enables searching Genius.com for artists, songs, and albums,…
42312
Nayef-Abou-Tayoun
Enables AI agents to interact with IBM OpenPages GRC platform through a standar…
42313
janschachtschabel
MCP server for Wiki.js with full GraphQL API coverage, fine-grained permissions…
42314
Nikodem5
Enables Claude to read and send emails from your AGH University mailbox via IMA…
N/A N/A
42315
steph76k
A server for querying surf spot data and searching spots, with tools to list re…
42316
fastmcp-me
A unified MCP server for querying and managing multiple database types (Postgre…
42317
SouravRoy-ETL
Duckle ships its own Model Context Protocol server, so Claude can browse the fu…
N/A N/A
42318
LouisLin0723
ziwei-mcp Claim
Zi Wei Dou Shu (Chinese astrology) charting MCP server. Generates complete ziwe…
42319
1708004874a-star
A local MCP server that lets Claude Code operate the PolyU eStudent portal to c…
N/A N/A
42320
vikram-agentic
Enables automated LinkedIn lead generation and outreach through profile search,…
81
42321
tharunkalluru
Follows the Model Context Protocol to enable code agents to use Netlify API and…
N/A N/A 95
42322
jayesh-bansal
apitype Claim
Enables AI assistants to generate TypeScript types, Zod schemas, TypeBox, and J…
42323
WRG-11
A self-hostable, vulnerable-by-design MCP server for learning how object-level …
N/A N/A
42324
guptaprakhariitr
Hosted MCP server that gives AI agents real-time access to SEC EDGAR filings se…
42325
shahabmosavi
GitLab MCP Claim
Exposes the GitLab REST API to MCP clients for managing projects, issues, merge…
42326
fangshanzizhi
kimi-bridge Claim
An MCP server that enables WorkBuddy to invoke the kimi-code CLI locally via MC…
N/A N/A
42327
sirius-tangzhiming
A project search MCP server based on Milvus vector database, supporting semanti…
42328
Kreminskaya
MCP server that gives AI agents visual intelligence — search Pinterest, analyze…
N/A N/A
42329
gagahkharismanuary
A Codex-first MCP server that bridges TradingView Desktop via Chrome DevTools P…
N/A N/A
42330
CorgiCorner
tickward MCP Claim
OAuth MCP server providing thin edge adapter access to the tickward public API …
42331
Tankonyako
mcp-locator Claim
An MCP server that lets AI agents read and write locale JSON translation files …
N/A N/A
42332
liuyuyan6100
Provides tools for calculating math expressions and querying weather, demonstra…
N/A N/A
42333
faithabiodun
MCP server for managing verifiable LangGraph agent state on Walrus, enabling ex…
42334
AiAgentKarl
An app store for AI agents. Discover, search, and install 49+ MCP servers from …
N/A N/A
42335
mobileappbyharis
Enables AI agents to access paid tools like crypto prices, weather, translation…
N/A N/A
42336
friday-ai-codes
Provides MCP tools for Friday AI, enabling code indexing, Graph RAG, coding pla…
42337 N/A N/A 95
42338
AsimRauf1997
Convert amounts between currencies with up-to-date rates. Get accurate conversi…
N/A N/A 95
42339
perfectra1n
Enables LLMs to search Flux HelmReleases and Argo Applications from kubesearch.…
42340
sodiq-code
SIFTGuard Claim
Enables autonomous digital forensics and incident response by wrapping SIFT Wor…
N/A N/A
42341
kettly1260
MCP server for indexing and searching reaction-step-level synthesis routes from…
N/A N/A
42342
Jossifresben
shebanq-mcp Claim
Enables users to ask plain-language linguistic questions about the Hebrew Bible…
42343
digital-mountaineers
gtfs-pro-mcp Claim
MCP server that provides tools for querying live transit data (stops, departure…
42344
midl-ai
Enables AI assistants to interact with the MIDL blockchain, supporting smart co…
42345
dspray
Enables Claude to interact with HaloPSA by authenticating via Azure CLI and fet…
N/A N/A
42346
norhther
Delta-MCP Claim
Token-efficient MCP reimplementation with progressive tool discovery, result ha…
42347
jmillpps
Private OAuth-backed MCP server for ChatGPT, supporting GPT Apps via MCP Stream…
42348
aspectrr
An MCP server that enables AI-powered video editing with iMovie on macOS.
N/A N/A
42349
BhaveshY
Enables AI-powered control and automation of Vectorworks 2024/2025 on Windows v…
N/A N/A
42350
kamath
#docs Claim
A documentation MCP server, such that you can ask a question like: - "How do I…
N/A N/A 95
Showing 42301–42350 of 46347 servers
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