MCP Server Quality Scores

Independent quality analysis of 57357 public MCP servers

57357
Discovered
29805
Scored
2112
Verified
16953
Complete

Last updated 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55301
batosai
MCP server to access and search adonis-mcp documentation files from GitHub, wit…
N/A N/A
55302
lucasliet
Fetches YouTube video transcripts with timestamps and provides them to LLM agen…
55303
pratapsfdc22-dev
careflow-mcp Claim
Enables Claude and other AI assistants to trigger HIPAA-compliant patient task …
N/A N/A
55304
Cars-10
Comprehensive MCP server for PTC Windchill PLM, providing 64+ tools across 7 ag…
55305
flamekk
Demonstrates an MCP server with calculate and text_stats tools over Streamable …
55306
farsght
Enables AI agents to interact with Slack using a user token, providing full acc…
N/A N/A
55307
StepIntoVision
Provides AI assistants with access to visionOS development articles from stepin…
55308
abhishekrai43
VulScan-MCP Claim
MCP server that scans project dependencies for security vulnerabilities (CVEs) …
N/A N/A
55309
Fractera
mcp-fractera Claim
Zero-Ops deploy of a private AI coding workspace to your own VPS, straight from…
55310
vaibhavpandeyvpz
slackxmcp Claim
Enables MCP-compatible clients to interact with Slack through Web API tools and…
55311
movstox
Provides tools to start/stop time tracking, list workspaces, and view current e…
N/A N/A
55312
mako10k
Enables storing, searching, and discovering knowledge connections using associa…
N/A N/A
55313
khawjaahmad
Enables AI coding assistants to control and inspect a live Chrome browser for a…
81
55314
mindfullabai
Tracking MCP Claim
A generic MCP server for tracking any entity type (e.g., weight, workouts, book…
N/A N/A
55315
d-mato
gmail-mcp Claim
MCP server for Gmail that enables searching, reading, archiving, and managing e…
N/A N/A
55316
dirkhh
Exposes real-time ADS-B aircraft data from a feeder, enabling natural language …
N/A N/A
55317
CSOAI-ORG
otp-ai-mcp Claim
otp-ai-mcp MCP server by MEOK AI Labs
N/A N/A
55318
positonic
A standalone MCP server that provides AI tools by proxying requests to the FTC …
N/A N/A
55319
Panth-Shah
A remotely-hosted MCP server that generates Azure architecture diagrams from ag…
55320
dapooleygmailcom
MCP server for high-fidelity code audits, refactoring, and architectural analys…
N/A N/A
55321
proompteng
bilig Claim
Headless WorkPaper MCP server for spreadsheet formulas, workbook edits, JSON pe…
N/A N/A
55322
griffinbank
Enables AI agents to interact with the Griffin API for banking operations like …
55323
Poulouloup
An MCP server that orchestrates multiple devices (mobile, desktop, laptop) via …
N/A N/A
55324
pedroct
Provides RAG-based FastAPI documentation retrieval and project introspection to…
55325
jkamilo81
Downloads the Colombian Diario Oficial daily PDF from the Imprenta Nacional pub…
N/A N/A
55326
thatfactory
MCP server for managing Xcode Cloud workflows, builds, and test artifacts via t…
55327
jasona7
Enables exploration, explanation, and management of crontab entries, including …
N/A N/A
55328
kubulashvili
MCP server for Mi Fitness cloud data. Provides a local SQLite-backed server to …
N/A N/A
55329
Auxin-io
Generate secure Java code for common tasks and patterns. Apply best practices t…
N/A N/A 95
55330
oliviercp
Enables GPT to interact with Todoist tasks and projects through direct API call…
N/A N/A 95
55331
Adessoadesso
MCP server for Panoramic Ireland tours. Discover, check availability, and creat…
N/A N/A 95
55332
Sbharadwaj05
AI-powered MCP server that enables security analysts to query Wazuh SIEM/XDR fo…
55333
HugoWw
MCP-EXP Claim
Experimental MCP server that integrates OpenAI and Serper APIs for news search,…
55334
jamaljsr
Model Context Protocol (MCP) server for Polar Lightning that enables AI assista…
N/A N/A
55335
jinpyo.yi
ask_her Claim
N/A N/A 95
55336
metaweardigital
Deterministic safety, correctness & cost gate that vets Postgres SQL before you…
67
55337
GhostTypes
A comprehensive MCP server providing real-time Pokemon Go data including events…
N/A N/A
55338
axel-belfort
CSV parsing API for AI agents. Convert CSV data to JSON array with auto-detecti…
81
55339
lmendezz
Enables writing and editing files in ISO-8859-1 encoding, automatically convert…
N/A N/A
55340
Frejihyesos
Privacy-first Telegram MCP server enabling maintainers to triage chats, inspect…
N/A N/A
55341
julehalim
A FastAPI backend service that connects to Azure's Managed Chat Project using G…
N/A N/A 95
55342
amareshwarvarma
Enables interaction with Users and Products through a CRUD service REST API, pr…
81
55343
vaporif
Enables AI assistants to search videos, read channels, browse playlists, fetch …
55344
toolprint
cco-mcp Claim
Real-time audit and approval system for Claude Code tool calls, enabling monito…
55345
jananadiw
codex-tldraw Claim
A Codex stdio MCP server that generates simple tldraw product workflow diagrams…
N/A N/A
55346
aria-agentworks
12-in-1 sales intelligence MCP server — company research, lead enrichment, cont…
81
55347
nik-net
Enables interaction with FastSpring e-commerce platform for managing orders, su…
N/A N/A
55348 N/A N/A 95
55349
iAmStarter
iStdBMAD Claim
A local MCP server that provides all 42 BMAD AI development skills to multiple …
N/A N/A
55350
rust-works
omni-dev Claim
MCP server for Atlassian Jira and Confluence with schema-validated Markdown↔ADF…
Showing 55301–55350 of 57357 servers