MCP Server Quality Scores

Independent quality analysis of 50103 public MCP servers

50103
Discovered
29734
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49001
WebpageFX
LTC Catalog Claim
Fetch detailed product data from the LTC catalog by ProductNo. Discover all ite…
N/A N/A 95
49002
0xK3vin
vikunja-mcp Claim
Connect your AI assistant to Vikunja, the open-source task manager. This MCP se…
49003
The-Thought-Magician
An enhanced browser automation MCP server that solves token limit issues throug…
N/A N/A
49004
fildb
Enables AI agents to discover, purchase, and query blockchain-based datasets us…
81
49005
Codinglone
A unified context layer that connects your local data — repositories, documents…
N/A N/A
49006
peptoma
peptoma-mcp Claim
An MCP server that connects AI agents to the PEPTOMA open DeSci peptide researc…
49007
dania
Social media automation with AI. Publish, schedule, manage campaigns, DMs, anal…
81
49008
42Research
Enables crash dump analysis and kernel debugging by integrating the real crash …
N/A N/A
49009
kchattx
Bifrost MCP Claim
Bifrost MCP is a server for managing persistent interactive SSH sessions, enabl…
N/A N/A
49010
default-anton
A Model Context Protocol server that provides a scratchpad tool for LLMs to org…
N/A N/A
49011
marcossei22
Enables AI agents to manage events, races, and batches on Eventor via auto-gene…
49012
CodingWithCalvin
VSC as MCP Claim
Enables AI assistants to leverage VS Code's language intelligence for code navi…
N/A N/A
49013
geraservicesuk
GeraWitness MCP (placeholder) — human-in-the-loop safety layer for AI agents. L…
N/A N/A 95
49014
katomato
Time-MCP Claim
{ "mcpServers": { "simple-time-mcp": { "command": "touch", "a…
N/A N/A 95
49015
unmateria
Gives AI assistants full control over Microsoft Access databases, enabling crea…
N/A N/A
49016
Pigyon
MCPwner Claim
Model Context Protocol server for security research automation, integrating mul…
N/A N/A
49017
Scan AI agents for tool-calling vulnerabilities: prompt leaks, hijacking, injec…
N/A N/A 81
49018
MonloHua
componentize Claim
Converts design screenshots into reusable Tailwind HTML components via MCP prot…
N/A N/A
49019
miqui
yelp-mcp-sdk Claim
Provides Yelp Fusion API access through MCP tools and resources for searching b…
49020
julioMeif
Enables AI to interview users about their business and generate bilingual one-p…
N/A N/A
49021
c-sakel
Enables AI assistants to manage WordPress content, design, SEO, WooCommerce, an…
49022
wildsonbbl
Enables estimation of PC-SAFT pure-component parameters and prediction of prope…
49023
falcoschaefer99-eng
A Model Context Protocol (MCP) server for Canva integration. Connect Claude Cod…
49024
randallt21
An MCP server that integrates with Monarch Money to provide financial data acce…
N/A N/A
49025
krishnabhat
An MCP server that lets you log meals through Claude (and soon ChatGPT) in plai…
N/A N/A
49026
commair-tools
Enables AI-assisted field service management through the Service Fusion API, in…
49027
aseltyar
odoo Claim
N/A N/A 95
49028
autousers-ai
autousers Claim
Evaluate UX with AI personas and human raters directly from MCP-aware clients l…
49029
achaljhawar
Daito Claim
MCP server for screening Indian stocks and mutual funds by wrapping screener.in…
49030
rhdh-exploration-org
A FastMCP server that wraps a REST API as MCP tools, enabling AI agents to inte…
49031
danielscholl-osdu
Enables AI assistants to interact with OSDU platform services including search,…
49032
yutori-ai
Yutori MCP Claim
MCP server enabling web monitoring, deep research, and browser automation throu…
49033
ENG-cpu-bit
Enables interactive control of Blender for 3D scene manipulation, geometry crea…
N/A N/A
49034
DavidLMS
Enables AI agents to record and retrieve learning activities through xAPI-compl…
49035
veloper
pgmcp Claim
Enables AI agents to perform PostgreSQL administration, web crawling, and knowl…
N/A N/A
49036
Mzaxd
Read-only MCP server for Umami analytics. It talks to the Umami REST API direct…
49037
MasihMoafi
Production-ready MCP server providing RAG, hierarchical memory, and 8+ tools fo…
N/A N/A
49038
PareshSoni468
Bridges Katalon Studio with Claude AI for intelligent QA automation, enabling p…
N/A N/A
49039
waream2
An Express + TypeScript starter for building stateless MCP servers with explici…
49040
sakthivelchan89
Open-source AI governance toolkit — MCP servers & CLIs for scanning, auditing, …
N/A N/A 95
49041
aldoleiva1
A production-quality MCP server for querying Cisco security advisories via the …
49042
PassionZale
Automates routine DevOps tasks like Jenkins builds and GitLab merge requests th…
49043
reverse-craft
A powerful MCP server for browser debugging and reverse engineering, providing …
N/A N/A
49044
glennart8
Automates email handling for a hardware store, enabling classification, respons…
N/A N/A
49045
LA3D
MCP server providing access to the Earth616 Defense Supply Chain and Documentat…
N/A N/A
49046
hahaha-saygex
gmail-mcp Claim
Enables AI assistants to manage Gmail emails, including sending, searching, and…
49047
jimiaki7
aster-guard Claim
Enables scanning MCP server configurations for security risks like prompt injec…
N/A N/A
49048
KVMFleet
Read-only MCP server that allows AI assistants to query and monitor KVM Fleet d…
49049
AJBogo9
Connects Claude Code to SuperCollider for AI-driven music composition, supporti…
N/A N/A
49050
LinkaG
Enables users to manage tasks with priorities, perform calculations with histor…
Showing 49001–49050 of 50103 servers
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