MCP Server Quality Scores

Independent quality analysis of 53551 public MCP servers

53551
Discovered
29751
Scored
2112
Verified
16952
Complete

Last updated 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50351
chris
jules-orc Claim
N/A N/A 95
50352
mcpflow
Enables searching for eBay auctions using natural language queries.
50353
ardaglobal
Enables semantic code search across multi-language codebases using natural lang…
50354
gibs
Gibs Claim
Regulatory compliance API for AI agents. Classify AI systems by risk level and …
N/A N/A 95
50355
threepointone
Deploy a remote MCP server on Cloudflare Workers without authentication, and co…
50356
waqarkaleemkhan
decisions Claim
Verified US tax and money decision tools: verdict plus a pre-filled deep link t…
50357
jianzhichun
Enables natural language control of SolidWorks 2024 through MCP, providing 87 t…
N/A N/A
50358
lekt9
Transform your HAR network requests into usable tools for MCPs
N/A N/A 95
50359
kirandk
vsfclub Claim
N/A N/A 95
50360
raheb77
A governed MCP server for Saudi open data sources (SAMA, stats.gov.sa, Ministry…
50361
pipeworx-io
Wraps the Podcast Index API (podcastindex.org) to enable AI agents to search an…
50362
RichaG-cyber
Provides six tools including web search, URL fetching, calculator, and note man…
N/A N/A
50363
malkreide
MCP server for global news monitoring, media analysis and sentiment tracking vi…
50364
coreyepstein
A Slack MCP server for Claude Code that provides full messaging, channels, sear…
50365
event4u-app
Universal AI Agent OS — governed skills, rules, and commands for AI coding assi…
50366
Axolotlpi
Self-hostable MCP server that gives Claude tools to run shell scripts and read …
N/A N/A
50367
smspgh
Enables comprehensive Windows process and service management with secure UAC el…
N/A N/A 95
50368
FormatixAI
mcp-server Claim
Branded talent docs: assessment reports, profiles, shortlists & proposals in DO…
N/A N/A
50369
pipeworx-io
Provides dataset statistics and release metadata for MyDisease.info, enabling u…
50370
egroup-labs
kept Claim
Search, archive, and recall your AI conversations. ChatGPT, Claude, Gemini, Gro…
N/A N/A
50371
rocnubie
Nano Banana Pro AI image editor free online. Create, edit, and enhance images b…
N/A N/A
50372
claude-dev-suite
Specialized agents, MCP servers, skills, and a visual dashboard for Claude Code…
N/A N/A
50373
Sperax
MCP server for Sperax DeFi ecosystem that enables AI agents to interact with US…
50374
eitan3
A multi-account MCP server providing 72 tools for Gmail and Google Calendar, wi…
50375
grncdr
An MCP server that interfaces with the Missive API, enabling Claude to manage e…
50376
jdug-jadodev
Efficiently loads, caches, and delivers project file context for AI agents usin…
N/A N/A
50377
mohamadalhusseinie
OpenMemBrain Claim
OpenMemBrain is the intelligent membrane for AI coding memory. It autonomously …
N/A N/A
50378
jnMetaCode
engram Claim
Local, private memory layer for notes and files with temporal reasoning and cit…
N/A N/A
50379
misaka2f07
calc Claim
N/A N/A 95
50380
Microck
Comprehensive Discord selfbot MCP server enabling AI assistants to manage messa…
N/A N/A
50381
sean-m-sweeney
An automated security audit tool for Google Workspace environments that assesse…
N/A N/A
50382
answerrocket
Connects AI assistants to AnswerRocket's Max AI platform, enabling access to Ma…
50383
Silicon-Store
Silicon MCP Claim
A Model Context Protocol server for the Silicon Product API that enables search…
50384
Casius999
A zero-data MCP server for LLM fine-tuning, providing 64 tools across 10 dimens…
50385
tuanknguyen
Enables interacting with Amazon Redshift databases through SQL queries, schema …
50386
wya5217799
simulink-mcp Claim
Give AI agents structured access to Simulink models via the MATLAB Engine for P…
N/A N/A
50387
shaanmajid
Unified access to prediction market data from Kalshi and Polymarket, enabling n…
50388
patwalls
pulse-mcp Claim
Free MCP server for fetching social media metrics (views, likes, comments) from…
50389
dcSpark
Enables Claude to access DeFi data via DefiLlama API, including protocol TVL, c…
50390
yama662607
anki-mcp Claim
Enables safe, review-first Anki authoring with tools to inspect structure, crea…
N/A N/A
50391
skippedaga
yanifend-mcp Claim
Hosted MCP server for [YaniFend](https://yanifend.com), a WordPress feedback wi…
50392
mundizzle
mundigital Claim
Exposes a public, read-only professional profile with tools to search resume ev…
50393
caikiji
mcp-ssh Claim
MCP server for SSH remote execution, file transfer, and file editing with autom…
50394
cloudgatedevs
Build and manage Cloudgate workflow-APIs: controllers, actions, workflow graphs…
50395
ehs208
Unofficial MCP server for accessing and managing TimeTree calendar data, includ…
50396
samimiair
MCP server for Hyperliquid perpetual DEX with 48 tools for trading, monitoring,…
N/A N/A
50397
quiint
An MCP server that bridges to the Context7 API, enabling querying documentation…
50398 N/A N/A 95
50399
CT4nk3r
arrstack-mcp Claim
An MCP server that gives AI assistants control over your Sonarr, Radarr, Prowla…
50400
SamurAIGPT
Muapi Claim
Access 400+ generative AI models directly from your AI assistant — generate ima…
Showing 50351–50400 of 53551 servers