MCP Server Quality Scores

Independent quality analysis of 66402 public MCP servers

66402
Discovered
31753
Scored
2112
Verified
16953
Complete

Last updated 42 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
65351
mokhtarabadi
blowsh-mcp Claim
Enables AI agents to browse and extract content from JavaScript-rendered web pa…
65352
olscode
GIM-MCP Claim
An educational interaction management system that uses MCP and Ollama to create…
N/A N/A 95
65353
ajcastrob
A Model Context Protocol server for combating disinformation about Venezuela, i…
65354
soundbytelabs
sbl-probe Claim
Serial communication and protocol analysis MCP server that gives AI coding assi…
N/A N/A
65355
njoppi2
Provides browser automation capabilities using Playwright, allowing LLMs to int…
N/A N/A
65356
Rockysingh116
Plane MCP Claim
An MCP server that enables LLMs to fully manage a Plane workspace, including pr…
65357
mailwarm
mailx-tools Claim
Mailx Tools is an MCP server that gives AI agents a complete email-deliverabili…
81
65358
qualigenai
An advanced MCP server that enables Claude Desktop to act as an autonomous Orac…
N/A N/A
65359
ockham-sh
An MCP server for parsimony connectors that provides cheap discovery tools thro…
65360
swagger3x
A Model Context Protocol (MCP) server that wraps AppFolio's REST API so Claude …
65361
AgentAvow Trust Claim 1
Signed, offline-verifiable safety scores for the MCP servers, packages & tools …
N/A N/A 81
65362
sjgant80-hub
Exposes sales outreach and psychological profiling tools (psyche, research, DMs…
65363
Toconnell1976
Exposes Anthropic's Claude as 3 MCP tools (ask_claude, claude_analyze, claude_w…
81
65364
ribeck18
Enables AI agents to interact with a user's Fill-Rite fuel management system, w…
65365
marcomc
This MCP server enables AI tools to interact with your Apple Photos library via…
N/A N/A
65366
llmops-pro
Provides a pay-per-query web search tool for AI agents via Lightning Network sa…
65367
facundo
fordcor Claim
N/A N/A 95
65368
aspiring-100x
A TypeScript library that lets you build MCP servers whose tools charge stablec…
65369
telagod
AI-powered development assistant that bridges AI assistants with Godot game pro…
N/A N/A
65370
kimhjort
Enables looking up Danish companies by CVR number, name, or phone via cvrapi.dk.
65371
taiseimiyaji
Enables AI assistants to interact with the Toggl time tracking API to manage ti…
N/A N/A 95
65372
MasihMoafi
Production-ready MCP server providing RAG, hierarchical memory, and 8+ tools fo…
N/A N/A
65373
huhanghao1990
hhhtest Claim
N/A N/A 95
65374
thananauto
Provides utility tools including random jokes, current weather, and name-based …
65375
mymcp
hexstrike-ai Claim
N/A N/A 95
65376
smoothiekanoble
Enables Poke to read and update today's HabitTracker habits via Supabase, with …
N/A N/A
65377
jxbaoxiaodong
Enables analysis of FTIR spectra by accepting peak lists, natural-language desc…
65378
EYamanS
An MCP server that drives FMOD Studio live through its scripting terminal, expo…
N/A N/A
65379
itk-dev
Provides AI coding assistants with access to ITK Dev Docker documentation and p…
N/A N/A
65380
bradburch
mcp-auth-kit Claim
A production-minded MCP server kit that provides OAuth 2.1/PKCE authentication,…
65381
Shaktisinhchavda
memory-mcp Claim
A local-first MCP server that exposes personal notes and files as unified seman…
N/A N/A
65382
anconina
An MCP server that provides 20 tools for accessing Yahoo Finance stock data, fi…
N/A N/A
65383
calclavia
mcp-obsidian Claim
This is a connector to allow Claude Desktop (or any MCP client) to read and sea…
N/A N/A 95
65384
morrow-addref
LSP-MCP Claim
Minimal MCP server bridging a Roslyn C# language server to AI agents, exposing …
N/A N/A
65385
RPasquale
MCP server to connect Claude Code, Codex, or Cursor to the Lightbulb Partners A…
65386
mailerlite
Enables customer feedback management by integrating with Canny.io, supporting b…
65387
seotesting-com
Integrates with Google Search Console to enable querying search analytics, comp…
N/A N/A
65388
kallusuvaidyam
Connects Claude AI to any development project (Django, Next.js, Laravel, etc.) …
65389
douglasgan
asktian Claim
Chinese metaphysics (bazi 八字, qimen 奇門, 5-element, daily 干支) as decision-suppor…
65390
bioanywhere
Enables AI applications to interact with the Base Network and Coinbase API for …
81
65391
Lee-Becky
mcp_test Claim
N/A N/A 95
65392
budgetfitter
BudgetFitter Claim
BudgetFitter is a free UK deal discovery platform with a public MCP server. Sea…
81
65393
dotdigitize
A local MCP-style server for managing task records and seeded documents through…
N/A N/A
65394
horsfallnathan
A Model Context Protocol server that provides programmatic access to Firefly II…
65395
lodado
A multi-persona code review tool that leverages AI agents with distinct experti…
N/A N/A
65396 N/A N/A 95
65397
agungadipurwa
Enables AI assistants to analyze log time data from various sources to summariz…
N/A N/A
65398
pipeworx-io
Provides curated international news feeds with tools to list, read, and fetch R…
65399
as7722314
Enables reading, writing, editing, and converting Office documents (ODT, DOCX, …
N/A N/A
65400
yimajo
Enables use of the ChatGPT macOS app through the MCP protocol.
N/A N/A
Showing 65351–65400 of 66402 servers