MCP Server Quality Scores

Independent quality analysis of 64698 public MCP servers

64698
Discovered
30691
Scored
2112
Verified
16953
Complete

Last updated 30 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38801
AgentIA1984-cmd
Provides an AI agent with regulatory compliance tools for the French/European m…
38802
Mhdd-24
MCP server that runs Flyway repair + migrate across multiple database projects …
N/A N/A
38803
yenchieh
DiagramZu Claim
Let Claude, Cursor, or ChatGPT author Mermaid diagrams your team can read and s…
38804
2yousefreda
Connects AI assistants to authentic Islamic content including Qur'an, Hadith, a…
38805
meimakes
Enables AI assistants to interact with your personal Amazon cart through browse…
N/A N/A
38806
dame-senders
senders-mcp Claim
Cold email infrastructure — campaigns, prospects, mailbox health and replies vi…
38807
Heretek-RE
Enables read-only binary diff and fingerprinting of files without writing to di…
N/A N/A
38808
ATaiIsHere
mochi-quest Claim
Enables AI agents to act as personal growth coaches, allowing users to set goal…
N/A N/A
38809
einiba
Confidence-scored domain availability checking with real-time DNS + WHOIS looku…
38810
IGVF-DACC
Enables AI agents to search, filter, download files, and generate reports from …
N/A N/A
38811
gyrationtechs
Enables sending emails and managing webhooks through the SendLayer API. Support…
81
38812 N/A N/A 95
38813 N/A N/A 95
38814
Sourav4670
postman-mcp Claim
MCP server providing 41 tools to manage Postman collections, environments, mock…
38815
askads
Enables querying Yandex Wordstat search statistics, including frequency, relate…
38816
struq
Struq Claim
Struq MCP gives coding agents secure access to your Struq vault of reusable pro…
81
38817
in40
MCP-compliant server providing web search via Yandex Search API and URL fetchin…
38818
Imageomics
SongSage Claim
SongSage is a Model Context Protocol (MCP) server that connects BirdNET-Analyze…
N/A N/A
38819
MCP-Mirror
Provides access to real-time satellite tracking data using the N2YO API, enabli…
81
38820
ramarivera
PAL MCP Claim
A Model Context Protocol server that connects multiple AI models into a single …
38821
networkRob
Enables querying and interacting with Arista CloudVision via MCP, supporting bo…
N/A N/A
38822
foudhilriahi
DepGuard Claim
DepGuard is an MCP server for real-time dependency safety checks, verifying pac…
38823
SammySnake-d
Enables stateful subprocess sessions (REPLs) and tmux-backed TUI program contro…
N/A N/A
38824
abskrj
Velane Claim
Integration Infrastructure Agents Actually Control
38825
yusufaf
tf2-wiki-mcp Claim
Gives LLMs live, accurate access to Team Fortress Wiki content, enabling search…
38826
kevintalbert
Enables AI agents to manage Cloudera Data Visualization resources including gro…
38827
HongjieRen
An MCP server that enables Claude Code to concurrently consult Codex and Gemini…
N/A N/A
38828
shanzi-1
A FastMCP-based weather query tool using Open-Meteo API to get real-time weathe…
38829 N/A N/A 95
38830
pennydinh
MCP server that automates YouTube research by finding viral videos, analyzing t…
N/A N/A
38831
geochilmaru
Generates stylized 3D symbol images with automatic background removal using mul…
38832
BinaryVortex
A Model Context Protocol (MCP) server that bridges BMAD agents with GitHub Copi…
N/A N/A
38833
DonMrMango
A comprehensive integration providing 114 tools to manage Google Drive, Docs, S…
81
38834
skeeved
wordle-mcp Claim
An MCP server that helps solve Wordle by suggesting words based on feedback and…
N/A N/A
38835
urbanmorph
Description: Query India's open geo data in natural language. 8 tools: list lay…
38836
TerminallyLazy
featherless Claim
Enables interaction with FHIR R4 healthcare data through SHARP-on-MCP tools, in…
38837
Ev3lynx727
MCP server for executing shell commands with automatic RTK token reduction, per…
N/A N/A
38838
justguy
ct-mcp Claim
Nine deterministic MCP tools that make LLM answers prove themselves before you …
38839
sogawa-yk
mcp-gauge Claim
An MCP server that enables coding agents to autonomously test, evaluate, and tu…
N/A N/A
38840
pulspeed
Enables AI agents to monitor website performance by scanning sites, retrieving …
38841
sdm7001
envato-mcp Claim
MCP server for Envato API that enables searching the marketplace catalog, viewi…
38842
sena-labs
OzBridge Claim
Bridges Warp's Oz coding agent to any IDE or MCP client (Claude Code, Cursor, C…
38843
Gowindude
Connects Claude to the Canvas LMS REST API, enabling natural language queries a…
38844
magna-nz
MCP server for interactive .NET / ASP.NET Core debugging via netcoredbg. 27 too…
N/A N/A
38845
CodesBlobs
A local MCP server that connects to a Chrome extension to enable AI agents to c…
N/A N/A
38846
Open-Scout
OnePager Claim
Create and publish one-pagers and boards for your organization. Upload images f…
N/A N/A 95
38847
djmarat
skillhub-mcp Claim
An MCP server that lets AI agents search, view, install, and validate skills fr…
N/A N/A
38848
saeid-rez
bazel-mcp Claim
A local MCP server that exposes Bazel build system capabilities to AI assistant…
N/A N/A
38849
fastmcp-me
Complete knowledge management for AI assistants with Elasticsearch search and d…
N/A N/A
38850
Engr-FaizanAli
Text-to-speech MCP server that enables AI assistants to read text aloud on the …
N/A N/A
Showing 38801–38850 of 64698 servers
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