MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31851
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39951
tubealfred
Bridges MCP clients to the TubeAlfred YouTube API, enabling tools for video det…
39952
jtang613
BinAssistMCP Claim
Enables AI-assisted reverse engineering by bridging Binary Ninja with Large Lan…
81
39953
pelicantravel
Provide flight search and detailed flight information retrieval capabilities th…
N/A N/A 95
39954
FoundryNet
Real-time stock quotes, history, options chains, sector performance & screening…
39955
renCosta2025
gemini-cli Claim
N/A N/A 95
39956
Metal-Shark-Sharktech
Enables AI assistants to interact with Mercurial repositories, supporting statu…
N/A N/A
39957
webull-inc
An MCP server that enables AI assistants to securely access Webull trading and …
39958
dgenio
ChainWeaver Claim
Expose deterministic ChainWeaver flows as MCP tools without LLM calls between s…
N/A N/A
39959
rezapex
Enables interaction with Shopify store data via GraphQL API, providing tools fo…
81
39960
mrcsXndr
agent-secret Claim
MCP server for one-time secret sharing, enabling AI agents to securely claim an…
N/A N/A
39961
benbelo
fortinac-mcp Claim
MCP server for diagnosing rogue hosts on FortiNAC 7.6 by querying the REST API,…
N/A N/A
39962
pipeworx-io
Enables searching and querying City of Centennial GIS open geospatial datasets …
39963
Calame-Tech
Calame Claim
Visual no-code generator that turns any database into multiple scoped MCP serve…
39964
RevinFedor
docs_search Claim
Enables AI agents to search project documentation via a semantic index, returni…
N/A N/A
39965
TrungPhuNA
Enables managing bugs and test cases in Google Sheets via Claude Code, with too…
N/A N/A
39966
bluewms
Enables AI assistants to query and operate Dingjie ERP system via natural langu…
39967
diandiandia
A high-precision logical vulnerability auditing tool that uses MCP and CodeGrap…
N/A N/A
39968
MrJamescot
A lightweight MCP server for interacting with CTFd instances, enabling AI tools…
39969
First-party funnel, rage-click, checkout, A/B test, and page-speed CRO intellig…
N/A N/A 81
39970
MangoByteLabs
LiLBrain Claim
Instant codebase knowledge graph MCP server. It auto-detects languages, indexes…
N/A N/A
39971
cablate
Enables AI agents to store and recall persistent long-term memories across sess…
N/A N/A
39972
byrn-baker
Enhanced Nautobot 3.1.0 integration for NetClaw with GraphQL reads, REST writes…
39973
hollaugo
Analyze stocks with summaries, SEC filings, analyst targets and recommendations…
N/A N/A 95
39974
google-marketing-solutions
Enables LLMs to interact with Google Ads accounts via tools like list_accounts …
39975
Orcus2021
Enables automated code review and GitHub PR commenting through MCP integration.
N/A N/A
39976
nyx-builds
Enables agents to generate, track, and manage invoices via MCP tools, with CLI …
N/A N/A
39977
ssatanis
Claidex MCP Claim
Biomedical failure intelligence platform for terminated trials and translationa…
39978
narkov
An unofficial MCP server that connects AI agents to Horoshop e-commerce stores,…
39979
DowellUG
A Model Context Protocol server that exposes real-time AI news intelligence to …
39980
govRosMedia
Enables AI agents to interact with the Stars Cash Flow reseller API for real Te…
39981
wildsonbbl
Enables estimation of PC-SAFT pure-component parameters and prediction of prope…
39982
ArtiPyHeart
A local MCP server that lets LLM agents read EPUB books and PDF documents with …
N/A N/A
39983
MiggiV2
Exposes TeamSpeak 3 channel management as MCP tools, allowing users to list, cr…
39984
cvpop
CVpop Claim
# CVpop MCP Server Create and customize professional CVs and resumes directly …
81
39985
Glade-tool
glade-mcp Claim
Control the Unity and Godot editors from AI clients: scenes, scripts, physics, …
N/A N/A
39986
planetlabs
Planet MCP Claim
Enables AI agents to interact with the Planet API for satellite imagery orderin…
N/A N/A
39987
Sri-nunna
Enables AI-powered generation of PowerPoint presentations with dynamic content,…
N/A N/A
39988
FradSer
Secure AppleScript execution for AI applications via Model Context Protocol wit…
N/A N/A
39989
BACH-AI-Tools
Enables querying FDA drug label information including adverse reactions, warnin…
39990
pipeworx-io
Enables querying Dallas open data via the Socrata SODA API, allowing access to …
39991
yujeongJeon
caniuse-mcp Claim 1
An MCP server that provides browser compatibility data and web API support info…
N/A N/A 95
39992
mikeysrecipes
Enables managing electronic signatures and contracts through the eSignatures AP…
N/A N/A
39993
Auxin-io
miami-friend Claim
N/A N/A 95
39994
nayakprashant
Exposes Selenium WebDriver as an MCP server, enabling AI agents and LLMs to con…
N/A N/A
39995
heindewilde
yungle Claim
Ask about your Yungle file deliveries — what was sent, who downloaded, what exp…
N/A N/A
39996
kud
A Jenkins MCP server with 37 tools for managing jobs, builds, nodes, views, and…
N/A N/A
39997
iMayuuR
ContextHub Claim
AI memory orchestration server that provides persistent, encrypted context with…
N/A N/A
39998
3doptix
3DOptix Claim
Optical design, simulation and analysis with GPU-powered ray tracing. Import fr…
39999
Eswarr11
locator-mcp Claim
MCP server for scanning browser pages and collecting element locators (XPath, t…
N/A N/A
40000
Haimantika
A simple MCP server that provides a tool to get the current server time and a r…
N/A N/A
Showing 39951–40000 of 66534 servers
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