MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46751
Merchantlee99
cert-study Claim
Provides a local CBT exam system as MCP tools for Codex, managing study session…
N/A N/A
46752
gurunate
node-mcp-poc Claim
A minimal MCP server that exposes tools for addition, echoing text, time lookup…
46753
jolfr
A Model Context Protocol server that provides Commitizen functionality, enablin…
N/A N/A 95
46754
hexonal
A PostgreSQL MCP server with AST-based security for safe database operations. E…
N/A N/A
46755
sjgant80-hub
fallmind-mcp Claim
MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold opera…
N/A N/A
46756
Boti-Ormandi
Enables AI agents to control Tor Browser with full anonymity preservation, incl…
N/A N/A
46757
SuyashEkhande
Enables AI agents to query and analyze FDA adverse events, drug labels, medical…
46758
anusoft
ultrastealth Claim
Enables Claude to perform stealth browser automation with anti-detection, inclu…
N/A N/A
46759
raynguyen256
A remote MCP server for Taiga project management that enables multiple users to…
46760
Of-Arte
An MCP server that extends AI coding assistants with deterministic, algorithmic…
N/A N/A
46761
inv-fourier-transform
MCP-based HR automation tool that streamlines employee onboarding, leave manage…
N/A N/A 95
46762
ddolmange00
safesign-mcp Claim
Analyzes contracts for safety score and risk assessment, identifying dangerous …
46763
ai-integr8tor
Provides web search, extraction, mapping, and crawling tools through Tavily API…
46764
auspham
Provides persistent memory for MCP-compatible agents (like Copilot CLI) to save…
N/A N/A
46765
keepondream
Provides vocabulary query functions including synonyms, antonyms, hypernyms, hy…
N/A N/A
46766
jacobwjs
Enriches Claude with tools to generate brand-consistent images using OpenAI's g…
N/A N/A
46767
Chaos-Intelligence-Inc
MCP server for Chaos Intelligence to access Capture thoughts and Resonate posts…
N/A N/A
46768
Eco-Wealth
A local-first MCP server stub that exposes provisioning tools for converting ec…
N/A N/A
46769
Chesterguan
CalledIT Claim
A judgment game played by Humans VS AI bots
46770
dddabtc
ChromeCP Claim
A standalone MCP server for Chrome automation with multi-session support, enabl…
N/A N/A
46771
Kijun0708
Enables Claude Code as a team leader to delegate tasks to GPT and Gemini expert…
N/A N/A
46772
ava-hip
media-mcp Claim
Enables users to manage Sonarr and Radarr instances through natural language, a…
N/A N/A
46773 N/A N/A 95
46774
gareth
reflag Claim
N/A N/A 95
46775
fastmcp-me
A Model Context Protocol (MCP) server that connects to a PostgreSQL database to…
46776 N/A N/A 95
46777
NathanNorman
A persistent memory MCP server for Claude Code that enables long-term recall ac…
N/A N/A
46778
benina
autoit-mcp Claim
Windows GUI automation MCP server for Claude Code, enabling deterministic deskt…
N/A N/A
46779
CSOAI-ORG
nutrition-tracker-ai-mcp MCP server by MEOK AI Labs
N/A N/A
46780
moellerm1968
MailMCP Claim
Enables reading, sending, and managing emails via IMAP/SMTP through natural lan…
N/A N/A
46781
pliablepixels
A Gmail MCP server that enables Claude to send, search, and read emails using e…
46782
KSroido
Free Kagi Search MCP server — access search and summarizer via session tokens, …
N/A N/A
46783
mendableai
FireCrawl Claim 1
MCP server for FireCrawl web scraping integration
N/A N/A 95
46784
ma-za-kpe
voice-sphere Claim
N/A N/A 95
46785
Axis-Data-Labs
A minimal, production-ready starter for building Model Context Protocol servers…
81
46786
forattini-dev
Converts any OpenAPI v3 spec into an MCP server with typed tools, resources, an…
46787
Ayush-Sadekar
codelore-mcp Claim
Turn any code repository into a searchable Obsidian vault — then let Claude Cod…
N/A N/A
46788
chukaibejih
A comprehensive task management MCP server built with FastMCP, featuring full C…
N/A N/A
46789
simonfraserduncan
Echo Server Claim
Provide a minimal MCP server that supports basic tools like echoing messages, p…
N/A N/A 95
46790
deepset-ai
deepset-mcp Claim
Enables AI agents to build and debug pipelines on the Haystack Enterprise AI pl…
46791
lazymac2x
Enables AI cost calculation, comparison, and optimization across major provider…
46792
trevorputbrese
A server that bridges MCP-compatible clients to VMware Log Insight, enabling na…
46793
ryanlahen
smithery-mcp Claim
N/A N/A 95
46794
jacob-hartmann
A Model Context Protocol server for the Quire project management platform, enab…
46795
dopawei
academic-mcp Claim
Unified academic search MCP server that searches open literature (arXiv, bioRxi…
N/A N/A
46796 N/A N/A
46797
official-Arvind
A professional, full-fidelity MCP server enabling AI agents to fully control an…
46798
Shooooooooo
nvim-mcp Claim
Make Neovim feel like Cursor. This MCP server gives an agent full control over …
N/A N/A
46799
iremaltunay55
Provide accurate and up-to-date weather information including current condition…
N/A N/A 95
46800
vision-release
devdoc Claim
A documentation MCP server that crawls websites and Git repositories, stores th…
Showing 46751–46800 of 67197 servers
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