MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57001
leandr92
Enables Cursor IDE to directly interact with OpenProject through the Model Cont…
57002
cyanheads
MCP server for Project Gutenberg — 75,000+ public-domain ebooks with full plain…
83
57003
andychoi
Provides AI agents with full access to Strapi 5.x CMS for managing content type…
81
57004 N/A N/A 95
57005
mhqamx
X-MCP Claim
A Node.js MCP server for X/Twitter that enables user profile queries, tweet sea…
N/A N/A
57006
memryzed
Memryzed Claim
Local-first cross-agent memory for AI coding agents. Persistent, shared memory …
N/A N/A
57007 N/A N/A 95
57008
bch1212
pubrecords Claim
US public-records intelligence for AI agents — companies, SEC, courts, spending…
57009
eitan3
scrapy-mcp Claim
A headless web-scraping MCP server built on Scrapy, providing tools for polite …
N/A N/A
57010
yardobr
Bridges AI assistants with Google Sheets for reading, writing, and managing spr…
57011
yathboss
Exposes The Vibe Coder's Web Design Guide as tools for AI agents, enabling look…
N/A N/A
57012
Jang-myoung-gyoon
MCP server for managing Google Play app deployment and in-app products via the …
N/A N/A
57013
lazymac2x
ai-gateway Claim
Cloudflare Workers MCP server: ai-gateway
57014
whybelab
testyb3 Claim
N/A N/A 95
57015
darcycui
A Python-based MCP server that predicts tomorrow's weather. It can be used remo…
N/A N/A
57016
whereayan
Provides comprehensive access to CDISC clinical data standards (SDTM, ADaM, CDA…
57017
tianmuji
A Model Context Protocol (MCP) server that enhances Figma design integration by…
N/A N/A
57018
anthony-chaudhary
Verify what agents actually shipped, arbitrate file collisions, refuse with str…
N/A N/A
57019
111mihir
Idiolect AI Claim
Loads your personal writing voice into any AI and scores how closely a draft ma…
57020
zhangtian-123
Codex Memory Claim
Local Markdown-backed memory tools for Codex and other MCP-capable agents. Expo…
N/A N/A
57021
ginkida
Enables AI assistants to manage Portainer container environments through natura…
57022
monet88
mcp-chrome Claim
N/A N/A 95
57023
cameroncooke
A Model Context Protocol (MCP) server that provides Xcode-related tools for int…
N/A N/A 95
57024
indiestack
IndieStack Claim
Open-source supply chain for AI agents. 3,000+ indie creations across 25 catego…
N/A N/A 95
57025
quadratik
Quadratik.AI Claim
The B2B data architecture for high‑growth teams. Leverage 100B+ validated globa…
81
57026
WasmAgent
Code-mode MCP server (docs_search + execute_code two-tool surface) backed by a …
57027
hupeng9995
browser-mcp Claim
A powerful MCP server for UI designers and developers to extract, analyze, and …
N/A N/A
57028
Cookie-Munch
Exposes the Cookie Munch Developer API as MCP tools, enabling AI assistants to …
57029
yilmazali325
getmcpauth Claim
Drop-in OAuth 2.1 + Dynamic Client Registration token verification for Python M…
57030
bpweatherill
A local MCP server providing read-only access to documents like Word, PDF, Exce…
N/A N/A
57031
tomascupr
CodexMCP Claim
A FastMCP server that wraps OpenAI Codex CLI to provide AI-powered code generat…
N/A N/A
57032
rozkoduj
Rozkoduj MCP Claim
Provides AI assistants with market screening, analysis, and scoring across stoc…
57033
@praveenislive
weather_mcp Claim
N/A N/A 95
57034
@intruder-io
intruder-mcp Claim
N/A N/A 95
57035
JohnBreault
Analyzes music and generates xLights light show sequences, compatible with any …
N/A N/A
57036
TokonoMix
Multi-model consensus: 2-6 frontier LLMs answer, an independent judge synthesis…
N/A N/A
57037
juliocesar
monkeysee Claim
Enables MCP clients to drive a real, logged-in Chrome browser for web automatio…
N/A N/A
57038
MCP-Mirror
Enables AI agents to dynamically discover and interact with APIs through Swagge…
81
57039
takuyaw-w
a5sql-mcp Claim
Reads A5:SQL Mk-2 ER diagrams and SQL files locally, making them accessible to …
N/A N/A
57040
sandervanscheepen
Validates AI-generated PHP code against Silverstripe 6 patterns, catching migra…
N/A N/A
57041
elastic
Brings interactive blue-team security operations into AI hosts, enabling alert …
57042
agraciag
patxin Claim
Request qualified humans for real-time cognitive micro-tasks on demand.
N/A N/A 83
57043
nikhilnt1234
Track LLM token costs across Claude, GPT and Gemini. MCP server + CLI with opti…
N/A N/A
57044
Crossdeckhq
Prism Claim
Intelligence layer for AI that enables querying across revenue, errors, identit…
57045
clauxel
Remote MCP for Copilot CLI switch gate MCP, structured receipts, audit logs, an…
57046
mcp Claim 1
Generate App Store and Play Store screenshots from your coding agent, at exact …
N/A N/A 69
57047
robertmeisner
Dynamic SQLite memory bank with semantic search, table management, and knowledg…
57048
amrendra05
Enables browser automation and web interaction through structured accessibility…
81
57049
andrewyun0403
Enables AI models to search Jira issues using JQL and retrieve issue details th…
57050
e2its
Connects Claude Code to a local GraphRAG knowledge base (LightRAG + Ollama) for…
N/A N/A
Showing 57001–57050 of 66495 servers