MCP Server Quality Scores

Independent quality analysis of 33449 public MCP servers

33449
Discovered
25688
Scored
1512
Verified
16957
Complete

Last updated 2 hours, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32051
LaunchpadAI
An open source toolkit that converts 280+ integrations into MCP servers for use…
N/A N/A 95
32052
gweber
A deception-based threat detection server that impersonates enterprise MCP inte…
32053
exileum
meta-mcp Claim
Enables AI assistants to manage Instagram and Threads accounts — publish conten…
32054
imgwho
cwtwb Claim
ai generate tableau file
N/A N/A
32055
rafteles2016
An MCP server for automating Microsoft Dynamics CRM and Power Platform through …
81
32056
dshein-alt
Provides web search and page fetch capabilities using a browser-based approach,…
N/A N/A
32057
runpod
RunPod Claim
Manage your RunPod cloud resources directly through an MCP-compatible client. C…
N/A N/A 95
32058
r0bin2u
dns-mcp Claim
MCP server providing DNS resolution, reverse DNS, RDAP-based WHOIS, and IP geol…
32059
xiazhe-xz
Enables AI agents to control an ESP32-C3 audio client via MQTT for playing, pau…
32060
dancleary54
Convalytics Claim
Web and product analytics for Convex apps. MCP server to chat with AI about you…
81
32061 N/A N/A 95
32062
boisvertmath
An intelligent Model Context Protocol server that enhances GitHub Copilot with …
N/A N/A 95
32063
wfz0345
test Claim
N/A N/A 95
32064
YoshiLoL0526
mcp-toolkit Claim
A general-purpose MCP server providing web search, persistent memory storage, a…
32065
lumishoang
An MCP server for discovering and querying over 300 AI models available on Open…
32066
Loctree
loctree-mcp Claim
Structural code intelligence for AI agents. Scan once, query everything — dead …
N/A N/A
32067
h-ping
tdhc Claim
N/A N/A 95
32068
NickyHeC
granola-mcp Claim
A starter template for building MCP servers with support for No Auth, API Key, …
32069
w1ne
Enables Claude and other AI assistants to control darktable for photo managemen…
N/A N/A
32070
manchittlab
TheCrawler Claim
Universal web scraper with LLM-ready markdown, RAG chunking, PDF/DOCX support.
N/A N/A
32071
Aakashbhardwaj27
AI Scanner Claim
Scan codebases for LLM/AI SDK usage, exposed API tokens, and hardcoded secrets.
N/A N/A 95
32072
madjeek-web
Enables LLMs to connect to n8n workflows, Blender 3D, Notion, and filesystem to…
32073
SamDreamsMaker
Control Unity Editor from AI agents. 200+ MCP tools for GameObjects, Scenes, As…
N/A N/A
32074
jbmurphy
MCP VRBO Claim
Enables searching and retrieving VRBO vacation rental listings using browser au…
81
32075
juanamillo-1duz
DevSpeak Claim
DevSpeak bridges the gap between product and engineering. Powered by Gemini AI,…
81
32076
ailenshen
Read and write Apple Notes with bidirectional Markdown conversion. Fast SQLite …
N/A N/A
32077
pipeworx-io
colorapi Claim
Color API MCP — wraps thecolorapi.com (free, no auth)
32078
ThinkneoAI
Enterprise AI governance layer for spend tracking, runtime guardrails, policy e…
81
32079
MCP-Mirror
Provides access to Swiss court decisions through the entscheidsuche.ch API, ena…
81
32080
kodey-ai
mapwise-mcp Claim
Send friendly, personalized greetings on demand. Generate quick salutations wit…
N/A N/A 95
32081
AgentBC9000
AgentDB Claim
Real-time curated knowledge API for AI agents. Updated Mon/Wed/Fri from 31 sour…
32082
vdlaptrinh
mcp4xiaozhi Claim
Provides MCP tools for Vietnamese 'On this day' history events, latest VNExpres…
N/A N/A
32083
SiNBooty
MCP-Demo Claim
A minimal Python MCP server that enables Claude Code to call local Ollama model…
N/A N/A
32084
joshfwaldman1
Economic data MCP server that connects FRED, BLS, BEA, IMF, World Bank, and ECB…
32085
Personalcreativelda
A TypeScript implementation of a Model Context Protocol server that enables rea…
N/A N/A 95
32086
elliot-evno
ddg--mcp5 Claim
A basic MCP server template with example tools including message echo and serve…
N/A N/A 95
32087
txxhxx
Analyze web links to create and manage event data efficiently. Extract event de…
N/A N/A 95
32088
UnwrittenMedia
A Cloudflare Workers-based MCP server that allows users to deploy and customize…
N/A N/A 95
32089 N/A N/A 95
32090
mintonzhang
cnblogs-mcp Claim
Enables publishing Markdown blog posts to cnblogs.com via MCP protocol using na…
N/A N/A
32091
deplo
deplo.sh Claim
Deploy static sites, files, and JSON APIs instantly from any AI agent. No confi…
32092
axel-belfort
Email sending API for AI agents. Send transactional emails programmatically — t…
32093 N/A N/A 95
32094
hyperplexity
Hyperplexity Claim
# Hyperplexity — AI Research Tables with Citations and Confidence Scores **Tur…
32095
wazionapps
nexo Claim
Cognitive memory for AI agents with Atkinson-Shiffrin memory model (STM/LTM/sen…
N/A N/A
32096
cryptonaidu
Enables compute of live Vedic astrology birth charts, dashas, kundali matches, …
32097
aris-md
aris-md/mcp Claim
A minimal, well-structured MCP server implementation for learning and experimen…
32098
maverickworks
3Min API Claim
Create and manage API endpoints without backend development. **Features:** - B…
32099
ymylive
A local-first, no-API-key MCP server that enables LLMs to search the web, fetch…
N/A N/A
32100
Lone-Star-AI
Provides Claude Desktop with persistent memory across sessions, storing up to 1…
N/A N/A 95
Showing 32051–32100 of 33449 servers
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