MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31841
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42301
lijingfz
Deploys 25 MCP tools for Apache Doris, enabling SQL execution, metadata queries…
N/A N/A
42302
securecoders
Enables AI assistants to perform multi-provider deep research via Parallect.ai,…
42303
willhamlam
Enables AI-powered browser automation through RoxyChrome browsers using Playwri…
81
42304
my13each
Enables image generation and transformation using Google Gemini AI, with automa…
N/A N/A
42305
Vvkmnn
An MCP server for deterministic prompt optimization in Claude Code. Score promp…
42306
lfzds4399-cpu
Enables Claude to capture and analyze screen content across Windows, macOS, and…
N/A N/A
42307
fall-out-bug
yandex-mcp Claim
Enables LLM agents to interact with Yandex Tracker (and future Yandex services)…
42308
hargurjeet
database-mcp Claim
Automatically discovers database schema, performs data quality checks on tables…
N/A N/A
42309
bigbabyfilmrentals-tech
Enables agents to manage and organize local documents by listing, inspecting, e…
42310
chesterkuo
MCP server for ListenME — product research task management via Boxverse AI. Pro…
42311
YR-yangrui
Personal local AI memory/document MCP that manages short and long-term memories…
N/A N/A
42312
AutomateLab-tech
Point it at your site, get a whole-site AEO/GEO audit plus a ready-to-run plan …
42313
umbra2728
packmate-mcp Claim
MCP server for Packmate, a CTF network traffic analyzer, enabling LLMs to analy…
42314
Ansh-Wappnet
A Model Context Protocol server that enables applications to interact with Gmai…
N/A N/A 95
42315
dev-87i5
AI-powered Business Helper that analyzes thousands of YouTube videos to extract…
81
42316
mark-burg
An MCP server that helps AI agents comprehend a codebase by providing tools for…
N/A N/A
42317
sjgant80-hub
fallmage-mcp Claim
MCP server for the foldkit SDK, exposing 7-prime spine, 7 κ-bands, and 6 fold o…
N/A N/A
42318
ProduktEntdecker
Security scanner for vibe coders that checks npm packages for known vulnerabili…
42319
Efabien
Enables interaction with Linear workspace through the Model Context Protocol, s…
42320
starascendin
An MCP server integrating 40+ workflow skills for personal productivity, projec…
42321
d18626250363
Provides a real Chrome fingerprint browser with 32 MCP tools for undetectable w…
N/A N/A
42322 N/A N/A 95
42323
uptycslabs
Enables AI-powered security investigation and threat analysis by connecting MCP…
N/A N/A
42324
chetyz
Enables Claude to interact with Salesforce for querying, modifying, and managin…
N/A N/A
42325
statespace-tech
Statespace Claim
Enables users to document data and connect it to AI agents by defining tools an…
81
42326
danielJL-altius
Enables cross-store price comparison and recipe-driven cart automation for Isra…
N/A N/A
42327
pauloFroes
MCP server that wraps the Evolution API (WhatsApp) as semantic tools for LLM ag…
N/A N/A
42328
AIOProductOS
AIOProductOS: revenue, feedback, work and analytics on one customer record. 71 …
67
42329
jradm87
lumberjack Claim
N/A N/A 95
42330
weiyueli7
Extract structured insights from personal and organizational profile pages. Sea…
N/A N/A 95
42331
enola-labs
Enola Claim
Enola. is a local Model Context Protocol (MCP) server. A deterministic map of y…
N/A N/A
42332
Buzzr-app
Local sports math, DFS settlement, bet analytics, and game-entertainment tools.
N/A N/A
42333
maskelog
MGC_MCP Claim
Enables querying Mega MGC Coffee store locations, menu items, and real-time sto…
42334
marcoloco23
huddle-mcp Claim
A broker that queues agent requests (plans, questions, FYIs) and batches them b…
N/A N/A
42335
shanshili
Enables batch conversion of PDF files to HTML format using Mineru's official PD…
81
42336
artblocks
The Art Blocks MCP Server supercharges your AI agents to become instant power u…
81
42337
yilmazali325
mcpauth Claim
Drop-in OAuth 2.1 + Dynamic Client Registration for MCP servers, providing auth…
42338
ygtec
cut.skill Claim
Enables AI agents to control video editing software (剪映/CapCut and Adobe Premie…
N/A N/A
42339 N/A N/A 95
42340
Paviyarasanmani
A custom MCP server that gives Claude full Gmail control — send directly, read,…
N/A N/A
42341
JumenEngels
Enables interaction with SAP Analytics Cloud through an MCP server, exposing 90…
N/A N/A
42342
pipeworx-io
College Scorecard MCP — US Department of Education College Scorecard API
42343
wenkil
MCP server for code review using OpenRouter API. Supports local code review via…
N/A N/A
42344
McSlaine
AI agent access to website analytics, session replay, and anomaly detection.
N/A N/A 83
42345
sema-lisp
Sema Claim
MCP tools for Sema — eval, compile, build, format, and docs for a Lisp with LLM…
N/A N/A
42346
TMHSDigital
MCP server providing 25 tools to query Steam store data, player statistics, ach…
42347
MCP-Mirror
Provides access to Swiss court decisions through the entscheidsuche.ch API, ena…
81
42348
featurepulse
A Model Context Protocol server for FeaturePulse feedback management, enabling …
N/A N/A
42349
poplores
MCP server that allows searching a local notes directory and retrieving live CP…
N/A N/A
42350
andreeagheorghe
rag-server Claim
Local MCP server that provides a search_documents tool to query a RAG pipeline …
N/A N/A
Showing 42301–42350 of 66534 servers
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