MCP Server Quality Scores

Independent quality analysis of 61955 public MCP servers

61955
Discovered
30088
Scored
2112
Verified
16953
Complete

Last updated 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
31751
pickstar-2002
Enables comprehensive video file analysis including extracting metadata, stream…
N/A N/A 95
31752
oaslananka
Production-grade MCP server for EasyEDA Pro that enables AI-assisted hardware d…
31753
dreamiurg
A comprehensive read-only MCP server for Datadog, providing 117 tools to query …
31754
JSONbored
Search the HeyClaude directory of Claude Code agents, MCP servers, skills, and …
31755
george-mellow
Spotter-SAST Claim
Enterprise-grade MCP server for static application security testing with multi-…
N/A N/A
31756
andreas-altamirano
An MCP server that acts as a governance proxy for AI agents, evaluating each to…
31757
Lotargo
MCP-NG Claim
A high-performance Go-based MCP server that provides a microservice architectur…
81
31758
zoomeye-ai
abc Claim
N/A N/A 95
31759
easyweek-fvmn
EasyWeek Claim
EasyWeek is an all-in-one booking and business management platform for salons, …
N/A N/A 95
31760
apolocine
orm-mcp Claim
MCP server for @mostajs/orm: generate, lint (24 rules) & migrate EntitySchemas.
N/A N/A
31761
SavantoAI
mcp-server Claim
Manage your Savanto store from your AI: catalog, content, prompts, and analytic…
31762
broisnischal
Exposes an MCP server over HTTP that allows searching and executing OpenAPI ope…
31763
softvoyagers
pagedrop-api Claim
Free instant HTML hosting API with paste, file upload, and ZIP deploy support. …
95
31764
sanyambassi
MCP server for Thales CipherTrust Secrets Management (powered by Akeyless) enab…
81
31765
lotdpbc
Word Orb Claim
Trusted language infrastructure for AI agents, robotics, and teaching platforms…
N/A N/A 95
31766
yazan4m7
yazan4m7 Claim
N/A N/A 95
31767
vanmoose-apis
197 MCP tools from 74 developer APIs — screenshots, email, NLP, WHOIS, QR, PDF,…
N/A N/A 75
31768
cgaeking
An MCP server that enables Claude Desktop to search and read local documents vi…
N/A N/A
31769
SalvatoreDiPalo
Enables AI assistants to retrieve Chess.com player profiles, statistics, and da…
31770
krishsharma1008
Healix Claim
End-to-end AI test generation and QA automation server that orchestrates auto-d…
N/A N/A
31771 N/A N/A 95
31772
Michibiku
Enables Claude to interact with Google Workspace services including Gmail, Driv…
81
31773
ockham-sh
An MCP server for parsimony connectors that provides cheap discovery tools thro…
31774
aparsoft
Provides text-to-speech generation using the Kokoro-82M model, enabling AI assi…
N/A N/A
31775
Phit137
Enables Claude Code to save, find, and list bookmarks stored in a JSON file.
N/A N/A
31776
molpass
mcp-taiyi Claim
Calculates Taiyi Shenshu (太乙神數) based on a given datetime and returns structure…
N/A N/A
31777
dddabtc
ChromeCP Claim
A standalone MCP server for Chrome automation with multi-session support, enabl…
N/A N/A
31778
TheManchineel
Enables an agent to run shell commands through a JupyterLab/JupyterHub-hosted t…
31779
spaceship-mcp Claim 1
Manage domains, DNS records, contacts, marketplace listings, and more via the S…
N/A N/A 81
31780
samalyxx
GSC SEO MCP Claim
Professional Google Search Console MCP server providing 40+ SEO tools for perfo…
N/A N/A
31781
karthikasasanka
Enables natural language product management (CRUD) with multiple classification…
N/A N/A
31782
QuarantikiIsland420
ManifestYOU Claim
A soul document API for AI agents. Injects a short grounding preamble into your…
31783
TheNextGenNexus
Get real-time stock quotes, historical data, and compare stocks via Yahoo Finan…
N/A N/A 83
31784
acearv09876
CaptureMind Claim
Turn Claude Desktop conversations into visual mind maps via MCP. Highlights blo…
N/A N/A
31785
kallusuvaidyam
Manage your Frappe benches and sites directly from Claude.ai through natural la…
N/A N/A
31786
sanjibani
First MCP server for the auto-dealership vertical. Lets Claude, Cursor, or any …
31787
nexgendata-apify
Bring sports data into an AI workflow without writing four ESPN scrapers. Usefu…
81
31788
Julius-Schmidt
pgx-mcp Claim
Enables real-time pharmacogenomics analysis, including variant clinical signifi…
31789
iflow-mcp
Enables interaction with Uber Eats for food ordering and delivery management th…
N/A N/A
31790
CSOAI-ORG
clipboard-ai-mcp MCP server by MEOK AI Labs
N/A N/A
31791
mcpassistant
Provides comprehensive logging and monitoring capabilities for MCP services wit…
N/A N/A 95
31792
PritamPatil2603
Enables AI assistants to extract and structure content from documents (PDFs, im…
N/A N/A
31793
Cleo-Labs-IA
Cleo Skills MCP turns 45 production-grade product-compliance skills into a nati…
31794
davidmosiah
Agent-readiness scorecard for any MCP server: protocol checks, 0-100 score and …
31795
p-w-4-z
Provider-agnostic email MCP server that connects any IMAP mailbox to AI assista…
31796
vocea-admin
Enables AI agents to generate speech, transcribe audio, and manage voices via t…
81
31797
mifactory-bot
Verify AI agent reasoning and logic for errors and contradictions. Pay-per-use.
N/A N/A 63
31798
carrasquelalex1
Fetch any URL and get clean Markdown. Web scraping for AI agents.
31799
Aekkaratjerasuk
TaskFlow MCP Claim
A task management Model Context Protocol server that helps break down user requ…
N/A N/A 95
31800
Coinyak
OnchainAI Claim
Crypto tool directory MCP for AI agents — discover MCP/CLI/SDK/API/x402 tools w…
Showing 31751–31800 of 61955 servers
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