MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31841
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 44 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41301
ekakit
Production-ready MCP server implementations for creative applications, enabling…
N/A N/A
41302
hjongc
A server for Korean lease and moving safety guidance using official public data…
41303
syed-muslim2603
Provides a secure, containerized Python sandbox for executing LLM-generated cod…
N/A N/A
41304
shaanmajid
Unified access to prediction market data from Kalshi and Polymarket, enabling n…
41305
angrysky56
Provides Prolog logic programming integration for Claude via a Docker SWISH con…
N/A N/A
41306
IAMSamuelRodda
Enables comprehensive Gmail management with 17 tools for searching, sending, an…
81
41307
guzus
Enables real-time search of X.com (Twitter) posts, users, threads, and trends v…
41308
pipeworx-io
Enables access to Coinpaprika cryptocurrency data, including coin listings, pri…
41309
adu3110
flowindex Claim
Enables AI coding agents to analyze codebase behavior through entrypoints, call…
N/A N/A 95
41310
freyzo
npc Claim
A browser automation MCP server that lets your IDE control your real browser (C…
N/A N/A 95
41311
cryptorefills
gift-cards Claim
Buy gift cards, mobile top-ups, and eSIMs from 10,001+ brands across 180 countr…
81
41312
88plug
Controls a Linux host through structured interfaces like systemd, journald, and…
N/A N/A
41313
prompted365
Enables MCP clients to access and use a vast library of tools from Toolhouse fo…
41314
NumericalPie
A forkable RAG project with an MCP server for VS Code/Copilot, enabling indexin…
N/A N/A
41315
lomartins
Cadence Claim
Detects your work mode and plays Spotify music matched to the task, learning yo…
N/A N/A
41316
CentralInfraCore
Compiles and routes context from trust-domain sources (session, workdir, knowle…
41317
rubber25ba
Search local file contents recursively with keyword matching
N/A N/A 95
41318
planetabhi
Enables integrating Figma with AI assistants like Claude Desktop and Gemini CLI…
N/A N/A
41319
ryanvo162
An MCP server that enables AI assistants to create, read, and edit Google Slide…
41320
geerdwedda-create
Provides AI agents with trust scoring and reputation management capabilities fo…
81
41321
VladYankovenko
Manages QIDI Studio 3D printing profiles locally, enabling AI assistants to rea…
N/A N/A
41322
iceener
Enables AI image generation and editing using Replicate's official models like …
41323
henrydontbbai
An unofficial MCP server that lets Codex ask a read-only OpenCode advisor for a…
N/A N/A
41324
universal-mcp
Provides a standardized interface for interacting with Google Drive tools and s…
41325 N/A N/A 95
41326
ArisRhiannon
vibecheck Claim
Agent-native "safe to ship?" security gate for AI-generated code. Uses real par…
N/A N/A
41327
dexhunter
kaggle-mcp Claim
A Model Context Protocol server that provides tools to interact with Kaggle API…
41328
hiing
Provides access to the Chinese Buddhist Electronic Text Association (CBETA) onl…
81
41329
Artemis-xyz
Enables interaction with the Artemis API to retrieve and analyze cryptocurrency…
N/A N/A 95
41330
getnahook
nahook-mcp Claim
"The official MCP server for the Nahook webhook platform — trigger webhooks, in…
41331
ethereumfollowprotocol
Provides read-only access to Google Drive meeting transcripts and Google Calend…
N/A N/A
41332
attaelahi
An MCP server that preserves and recalls work context, enabling users to log se…
N/A N/A
41333
gaowanlong
A TypeScript-based MCP server that automatically generates structured technical…
N/A N/A
41334
mutamiri-sudo
Country-agnostic MCP-callable directory for AI agents to find local SMBs — real…
41335
pdwi2020
Enables MCP-compatible assistants to execute Python code, files, and notebooks …
N/A N/A
41336
pkidwell22
A powerful Model Context Protocol (MCP) server that provides comprehensive Goog…
N/A N/A
41337
Alby2007
PLTM-Claude Claim
An MCP server that gives Claude Desktop persistent memory, self-awareness, epis…
N/A N/A
41338
zombat
S.C.R.U.B. Claim
A code quality MCP server with 22 tools for deterministic linting, formatting, …
N/A N/A
41339
Vikas-O7
AI-native Experience Decisioning lifecycle automation for Adobe Journey Optimiz…
41340
nipuman
Enables AI chat backends to fetch public webpages and return cleaned, readable …
41341
atharvpatwardhan
Enables natural language-powered ETL workflows using Airflow, AWS Glue, Athena,…
41342
CallZero-ai
Enables AI assistants to make phone calls via CallZero service, with tools for …
N/A N/A
41343
iprashantraj
Discord MCP server with 46 tools for channels, messages, forums, webhooks, memb…
N/A N/A
41344
mcp Claim 2
Wontopos (WOS) long-term memory (beta) - one memory across Claude Code, Cursor,…
N/A N/A 69
41345
pipeworx-io
Enables querying Japanese government statistics from e-Stat, including metadata…
41346
SahilSheikh12299
MCP server that enables intent search over Python call graphs inside Cursor, re…
N/A N/A
41347
mpalermiti
claude-spend Claim
Provides tools for Claude to query local Claude Code token usage and cost data,…
N/A N/A
41348
yamanoku
Enables querying Connpass user profiles, group memberships, and event participa…
41349
mundizzle
mundigital Claim
Exposes a public, read-only professional profile with tools to search resume ev…
41350
calganaygun
Poke PC Claim
Provides a Dockerized MCP worker that gives Poke AI assistants persistent termi…
N/A N/A
Showing 41301–41350 of 66534 servers
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