MCP Server Quality Scores

Independent quality analysis of 47923 public MCP servers

47923
Discovered
29615
Scored
2112
Verified
16952
Complete

Last updated 1Β hour ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
23701
Puliczek
πŸ”₯πŸ”’ Awesome MCP (Model Context Protocol) Security πŸ–₯️
C 57 33 44 N/A N/A 30 95 β€”
23702
keithah
Manage your Hostex vacation rentalsβ€”properties, reservations, availability, lis…
C 57 55 76 65 0 66 74 β€”
23703
chemany
A simple HTTP API server that allows users to publish articles, create answers,…
C 57 43 42 68 N/A 16 95 β€”
23704
chartmogul
Enables interaction with the ChartMogul API to manage subscription data, custom…
C 57 44 56 43 β€” 49 80 β€”
23705
kenliao94
Enable interaction (admin operation, message enqueue/dequeue) with RabbitMQ
C 57 43 32 43 N/A 75 87 β€”
23706
frap129
LoreKeeper MCP Claim
Provides fast, cached access to comprehensive Dungeons & Dragons 5th Edition da…
C 57 44 64 31 β€” 50 81 β€”
23707
loglux
authmcp-gateway Claim
Auth proxy for MCP servers: OAuth2 + DCR, JWT, RBAC, rate limiting, multi-serve…
C 57 44 58 40 β€” 50 77 β€”
23708
itsyashvardhan
A Python-based microservice that scrapes, deduplicates, and stores fresh job li…
C 57 43 48 57 N/A 25 92 β€”
23709
rainer85ah
A modern Model Control Plane (MCP) project that provides a lightweight, extensi…
C 57 44 54 56 β€” 29 81 β€”
23710
huazhengwang
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
C 57 43 60 45 N/A 21 94 β€”
23711
CortaLabs
Scribe MCP Server Claim
Enables maintaining consistent project documentation and progress logs across d…
C 57 43 60 30 N/A 36 95 β€”
23712
SaseQ
discord-mcp Claim 1
A MCP server for the Discord integration. Enable your AI assistants to seamless…
C 57 33 33 N/A N/A 45 95 β€”
23713
SaravanaGuhan
mcp-guard Claim
Comprehensive security scanner for Model Context Protocol (MCP) servers
C 57 43 60 28 N/A 53 87 β€”
23714
Partha-SUST16
MCP Monitor Claim
An observability tool for agentic AI pipelines that intercepts MCP and Python t…
C 57 44 76 28 β€” 32 81 β€”
23715
memgraph
mcp-memgraph Claim
Memgraph MCP Server - includes a tool to run a query against Memgraph and a sch…
C 57 43 60 20 N/A 59 90 β€”
23716
mondaycom
vibe Claim
🎨 Vibe Design System - Official monday.com UI resources for application develop…
C 57 43 60 17 N/A 57 94 β€”
23717
zilliztech
Zilliz MCP Server Claim
Enables AI agents to interact with Milvus vector databases and Zilliz Cloud thr…
C 57 44 58 43 β€” 45 80 β€”
23718
ag2-mcp-servers
A Multi-Agent Conversation Protocol server that provides access to the New York…
C 57 44 60 60 β€” 21 76 β€”
23719
zhongweili
nanobanana-mcp-server Claim 1
A MCP server that provides AI-powered image generation capabilities through Goo…
C 57 43 33 46 β€” 80 81 β€”
23720
cabra-lat
Tuya MCP Server Claim 1
Provides a note storage system with a custom URI scheme and includes tools for …
C 57 43 60 27 N/A 40 95 β€”
23721
t3ta
A server for managing project documentation and context across Claude AI sessio…
C 57 44 48 36 β€” 67 82 β€”
23722
sandraschi
OCR-MCP Claim
Provides advanced OCR capabilities with multiple state-of-the-art backends (Dee…
C 57 44 60 28 β€” 61 81 β€”
23723
zcaceres
builtwith-api Claim
TypeScript library, MCP, and agent-friendly CLI for the BuiltWith API.
C 57 43 60 0 N/A 78 94 β€”
23724
hotlogin-browser
hotlogin-mcp Claim 1
MCP server for HotLogin Local API that enables AI agents to manage browser envi…
C 57 33 39 N/A N/A 35 95 β€”
23725
ion-aluminium
Provides AI-powered image generation through Google's Gemini models (Flash and …
C 57 44 48 48 β€” 51 80 β€”
23726
arjunprabhulal
Demo of ADK (Agent Development Kit) as an MCP (Model Context Protocol) client f…
C 57 43 70 30 N/A 19 95 β€”
23727
milkymap
MCP4Modal Sandbox Claim 1
A Model Context Protocol server that enables LLMs and AI assistants to create, …
C 57 43 49 53 N/A 24 95 β€”
23728
Adeptus-Innovatio
solvitor-mcp Claim
Solvitor MCP server provides tools to access reverse engineering tools that hel…
C 57 43 48 60 N/A 25 89 β€”
23729
ProbonoBonobo
MCP RAG Server Claim
A Machine Conversation Protocol server that enables AI agents to perform Retrie…
C 57 43 48 58 N/A 20 95 β€”
23730
KunihiroS
Extracts structured key-value pairs from arbitrary, noisy, or unstructured text…
C 57 44 72 28 β€” 39 80 β€”
23731
motebus
Ultra MCP-SS Claim
A FastAPI-based MCP server that integrates with smartscreen.tv, allowing you to…
C 57 44 42 66 β€” 36 81 β€”
23732
marias1lva
Automatically discovers GraphQL APIs through introspection and generates table-…
C 57 44 64 37 β€” 39 81 β€”
23733 C 57 43 60 26 N/A 42 95 β€”
23734
pidanmeng
Resend MCP Claim
Enables sending emails through the Resend service API. Provides a simple email …
C 57 44 60 56 β€” 21 81 β€”
23735
teknologika
Creates professional PowerPoint presentations from Markdown or JSON with intell…
C 57 44 56 28 β€” 63 81 β€”
23736
Collaborium
Analyzes global and Indian stock market data via yfinance and queries local NSE…
C 57 33 48 N/A N/A 22 95 β€”
23737
xinyousuozhi
Academic MCP Claim
Enables AI tools to search and retrieve data from various South Korean and Japa…
C 57 44 42 66 β€” 35 82 β€”
23738
turkgent
Mevzuat MCP Claim
Provides programmatic access to Turkey's Ministry of Justice Legislation Inform…
C 57 44 38 72 β€” 39 80 β€”
23739
HarrisonTotty
Logseq AI Claim
Enables external AI assistants to interact with Logseq graphs through 34 specia…
C 57 44 60 37 β€” 44 84 β€”
23740
dnys1
Aggregates documentation from multiple sources (llms.txt format or web scraping…
C 57 44 46 55 β€” 45 81 β€”
23741
AgentX-ai
List of open sourced MCP servers. MIT license. Managed by AgentX with love.
C 57 33 52 N/A N/A 16 95 β€”
23742 C 57 33 48 N/A N/A 21 95 β€”
23743
ag2-mcp-servers
An auto-generated MCP server for Google's Serverless VPC Access API, enabling c…
C 57 43 60 47 N/A 21 89 β€”
23744
izyuumi
An MCP server that enables searching for specific files by name within the curr…
C 57 43 51 55 N/A 19 95 β€”
23745
huandao-gonglu
local-stdio-mcp Claim
A minimal and extensible local MCP server that provides core utilities like pin…
C 57 33 42 N/A N/A 30 95 β€”
23746
liuwanfu
local-stdio-mcp Claim
A minimal and extensible local MCP server that provides core utilities like pin…
C 57 33 42 N/A N/A 32 95 β€”
23747
johannesbrandenburger
typst-mcp Claim 1
MCP server for Typst, a markup-based typesetting system. It provides tools for …
C 57 43 51 30 N/A 57 90 β€”
23748
timheuer
Sample .NET MCP Server
C 57 33 36 N/A N/A 41 95 β€”
23749
Azure-Samples
Sample to create an AI Agent using OpenAI models with any MCP server running on…
C 57 43 64 20 N/A 46 92 β€”
23750
muniasamyk
A secure Model Context Protocol implementation that enables AI agents to query …
C 57 44 48 68 β€” 25 80 β€”
Showing 23701–23750 of 47923 servers
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