MCP Server Quality Scores

Independent quality analysis of 40750 public MCP servers

40750
Discovered
29237
Scored
2095
Verified
16951
Complete

Last updated 2 hours, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39001
afreakk
MCP server for automating qutebrowser browser via CDP and IPC. Enables tab mana…
N/A N/A
39002
oliverames
Enables AI assistants to interact with YNAB budgets, performing read-only queri…
39003
scott-zj62
sncro Claim
sncro is a lightweight MCP relay and framework plugin system that lets AI codin…
81
39004
with0utwhy
Taste Claim
Expert review for AI agents. On-chain proof of human review.
39005
titilq
lifequo Claim
N/A N/A 95
39006
IsaacCode0107
A simple MCP server that provides a terminal tool for executing shell commands …
81
39007
SamuelBrudner
Connects AI assistants to LabArchives electronic lab notebooks, enabling queryi…
39008
Aiyo28
Xee-mcp Claim
Enables AI assistants to search X posts and read user timelines without API cos…
N/A N/A
39009
VolkanSah
A secure multi-LLM gateway with dual REST and MCP interfaces, enabling tool-gat…
39010
fieldcure
Windows-only headless LLM task automation engine with scheduling via Windows Ta…
N/A N/A
39011
codependentai
Mind Cloud Claim
Persistent memory infrastructure for AI systems, running on Cloudflare's edge n…
39012
cyanheads
Read, write, and inspect the system clipboard on macOS, Linux (X11/Wayland), an…
N/A N/A
39013
askAITHENA
# Gyana Universal VectorKB MCP Server A unified WebSocket-based MCP (Model Con…
N/A N/A 95
39014
mcpland
testing-mcp Claim
Enables AI assistants to write and debug integration tests by providing live ac…
N/A N/A
39015
swesmith-repos
Meta Ads MCP Claim
Enables AI-powered analysis, management, and optimization of Meta advertising c…
81
39016
estroni
UCP agentic-commerce proxy for Estroni: merino & low-tox women's activewear cat…
39017
mountainmystic
Hedera ecosystem intelligence for AI agents. 16 tools, pay per call in HBAR.
N/A N/A 90
39018
yubinkim444
repo-memory Claim
A different approach from typical persistent-memory MCPs. Instead of a local SQ…
N/A N/A
39019
axel-belfort
Text sentiment analysis API for AI agents. Analyze sentiment (positive/negative…
81
39020
ZCDeng
vimax-mcp Claim
Enables AI video generation from ideas or screenplays via ViMax, with job manag…
N/A N/A
39021
caikiji
mcp-ssh Claim
MCP server for SSH remote execution, file transfer, and file editing with autom…
39022
SongHyojun0228
Enables AI agents to access Korean corporate disclosure data from DART, allowin…
39023 N/A N/A 95
39024
saikrmet
An MCP server that gives AI assistants direct access to NASA's Exoplanet Archiv…
39025
andychoi
Provides AI agents with full access to Strapi 5.x CMS for managing content type…
81
39026
DataDawn-org
Enables AI agents to query the IRS 990 nonprofit database and OpenRegs federal …
39027
akutishevsky
A Model Context Protocol (MCP) server that brings your Google Tasks into Claude…
39028
sap156
Provides real-time access to Zillow real estate data, enabling property search,…
39029
belgrano9
Enables querying Renfe train schedules, checking prices, and finding stations a…
39030
HelloGGX
Intelligent interview assistant that parses resumes, generates interview questi…
N/A N/A
39031
mundizzle
mundigital Claim
Exposes a public, read-only professional profile with tools to search resume ev…
39032
scopecraft
MCP server for managing Markdown-Driven Task Management (MDTM) files with task,…
N/A N/A
39033
haqops
Template for deploying a remote MCP server with Cloudflare ZeroTrust Access aut…
39034
majidmanzarpour
Connects Roblox Studio to AI coding editors via the Model Context Protocol, all…
81
39035
spgoodman
An open-source implementation of the Model Context Protocol (MCP) that bridges …
81
39036
Baho73
A Model Context Protocol server for Max messenger that lets AI assistants send …
39037
matracey
MCP server for daisyUI React components that enables AI coding assistants to se…
39038
bbeksh
MCPpedia Claim
Search, evaluate, and compare 17,000+ MCP servers from the [MCPpedia](https://m…
81
39039
hostedmcp
Hosted MCP Claim
Provide a hosted environment for Model Context Protocol applications.
N/A N/A 95
39040
fawazbayureksa
A Laravel-based AI-powered chat interface for business management operations, e…
39041
purpleslurple
Enables natural language access to Microsoft OneNote notebooks, sections, and p…
N/A N/A
39042
gqy20
crawl-mcp Claim
MCP server for web crawling, searching, and AI-powered content extraction, supp…
N/A N/A
39043
seeker71
Enables AI agents to interact with the Coherence Network platform, allowing the…
39044
StoneSho
Enables AI to remotely control StarUML for generating UML diagrams (use case, c…
N/A N/A
39045
coze-dev
A Model Context Protocol server that provides Coze resources and tools for mana…
39046
xie38388
A transparent proxy and execution firewall that intercepts and audits AI agent …
81
39047
clauxel
A paid remote MCP for ZeroLang, built to return verdicts, receipts, usage logs,…
39048
MCP server for Ordali memory: SQLite-backed project memory and governance trace…
N/A N/A 81
39049
pranavkakde
Enables LLMs to automate browser tasks (navigation, clicks, text input) via Sel…
N/A N/A
39050
ToxMCP
Public MCP endpoint for physiologically based pharmacokinetic (PBPK) simulation…
N/A N/A
Showing 39001–39050 of 40750 servers
« Prev 1 779 780 781 782 783 815 Next »