MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16301
abrinsmead
mindpilot-mcp Claim 1 2
Visualizes code, architecture and other concepts as mermaid diagrams in a local…
F 25 54 84 31 N/A 52 92 92
16302
codeofaxel
Kiln Claim 1
Kiln MCP server for agents: design, slice, print, monitor, and recover physical…
F 25 54 90 36 N/A 82 77 94
16303
teddyzxcv
ntfy-mcp Claim 1
The MCP server that keeps you informed by sending the notification on phone usi…
F 25 54 54 58 N/A 51 92 90
16304
vikramdse
Library Docs MCP Server Claim 1 2
An MCP server that fetches real-time documentation for popular libraries like L…
F 25 55 35 41 20 78 95
16305
apollographql
GraphOS MCP Tools Claim 1 2
Search Apollo docs, specs, and best practices
F 25 54 56 43 92 92 41
16306
98lukehall
Crypto regime classifier for trading agents. 100% bounded regime accuracy. 50 f…
F 25 55 96 72 31 80 84
16307
HeshamFS
mcp-tool-factory Claim 1 2
Generate MCP servers from natural language, OpenAPI specs, or database schemas.
F 25 54 100 33 N/A 75 68 91
16308
tianfn
Enables parsing and extraction of content from various document formats (PDF, W…
F 25 55 48 46 49 80 91
16309
cakriwut
Azure DevOps MCP Server Claim 1 2
Enables integration with Azure DevOps services, allowing interaction with work …
F 25 55 96 63 64 74 95
16310
mberg
kokoro-tts-mcp Claim 1
MCP Server that uses the open weight Kokoro TTS models to convert text-to-speec…
F 25 54 80 36 N/A 47 90 94
16311
BACH-AI-Tools
EdgeOne Pages MCP Claim 1
Enables deployment of HTML content, folders, and full-stack projects to EdgeOne…
F 25 66 82 67 0 58 80 95
16312
poly-mcp
PolyMCP Claim 1
Polymcp provides a simple and efficient way to interact with MCP servers using …
F 25 54 96 65 N/A 58 90 95
16313
kongyo2
eve-online-mcp Claim 1
このMCPサーバーは、EVE Onlineのマーケットデータにアクセスするためのインターフェースを提供します。ESI(EVE Swagger Interfac…
F 25 55 76 72 47 78 100
16314
kstonekuan
Enables Claude Code to send Telegram notifications when tasks complete, errors …
F 25 55 72 62 58 80 82
16315
engineers-hub-ltd-in-house-project
Obsidian MCP Server Claim 2 3
Allows AI models to interact with Obsidian notes through the Local REST API, en…
F 25 54 84 75 N/A 43 87 100
16316
googlemaps
platform-ai Claim 2
Google Maps Platform Code Assist MCP
F 25 54 78 70 N/A 51 87 92
16317
AIM-Intelligence
AIM Guard Claim 1
Provide AI-powered security analysis and safety instruction tools to protect AI…
F 25 54 84 60 N/A 73 89 91
16318
fernandezpablo85
IOL MCP Tool Claim 1 2
An MCP server that enables interaction with the Invertir Online (IOL) trading A…
F 25 54 41 18 N/A 41 87 99
16319
cgantro
# 📅 Google Calendar Smart Manager (MCP) Turn Google Calendar into your intell…
F 25 54 44 62 N/A 30 90 54
16320
21st-dev
Magic-MCP Claim 2
Create crafted UI components inspired by the best 21st.dev design engineers.
F 25 54 72 61 N/A 43 88 86
16321
RamiBotAI
ramibot Claim 2
RamiBot v3.8.0 is a local-first AI security operations platform integrating mul…
F 25 54 100 66 N/A 61 88 93
16322
xiaobenyang-com
pdf-reader Claim 2 3
A MCP server that supports AI assistants to read and analyze PDF files, providi…
F 25 66 57 65 0 50 76 56
16323
zenml-io
mcp-zenml Claim 2 3
An MCP server to connect with your [ZenML](https://www.zenml.io) MLOps and LLMO…
F 25 64 79 43 0 79 77 96
16324
ustikya
mcp-gmail Claim 1
Provides a suite of 17 tools for searching, reading, sending, and managing Gmai…
F 25 55 54 61 50 80 95
16325
KBB99
mcp-registry-server Claim 1 3
Easily find MCP servers using our MCP registry. Search with natural language.
F 25 54 78 55 N/A 40 87 92
16326
turlockmike
Chess Analysis Assistant Claim 1 3
Helps you analyze chess positions and get professional evaluations using Stockf…
F 25 54 92 63 N/A 40 90 99
16327
augmentedivan
Fabric MCP Server Claim 2 4
An MCP server that exposes Fabric patterns as tools for Cline, enabling AI-driv…
F 25 55 75 83 N/A 44 87 43
16328
Kiennh
A Node.js proxy that enables communication between stdio-based clients and HTTP…
F 25 55 86 73 35 80 96
16329
xiaobenyang-com
bingcn Claim 2
A Chinese Bing search tool based on MCP protocol, which supports calling throug…
F 25 66 72 65 0 50 76 12
16330
helius-labs
Helius MCP Claim 2 3
MCP server for Helius — Solana blockchain data access for AI assistants, provid…
F 25 55 71 0 43 70 95
16331
manbavaran
Multi-MCP Hub Claim 1
A centralized gateway and router that integrates multiple MCP servers into a si…
F 25 55 68 43 29 80 72
16332
SolonaBot
BlenderMCP Claim 2 3
An MCP server that enables AI models to directly control Blender for 3D modelin…
F 25 55 59 33 48 76 99
16333
webreactiva-devs
A lightweight server that provides detailed text analysis, counting total chara…
F 25 54 66 53 N/A 28 94 100
16334
parnexcodes
Exposes the Synthetic API as an MCP tool to enable web searching within Claude …
F 25 55 88 68 47 80 100
16335
ITSpecialist111
A remote Model Context Protocol server that retrieves and cleans Microsoft Team…
F 25 55 94 68 37 80 90
16336
pinkpixel-dev
taskflow-mcp Claim 2
A task management Model Context Protocol (MCP) server that helps AI assistants …
F 25 55 88 65 N/A 70 87 87
16337
CSteenkamp
Searchclaw Claim 2
Description: An MCP server with 15 tools covering web search, scraping, extract…
F 25 55 76 70 52 78 96
16338
mertcankaraoglu
SSH MCP Server Claim 1 2
Enables managing Ubuntu/Linux servers through natural language by establishing …
F 25 55 78 52 32 74 93
16339
DankeyDevDave
Connects Garmin Connect data to MCP-compatible clients, providing access to fit…
F 25 55 72 0 40 72 99
16340
Rainmen-xia
Chrome Debug MCP Server Claim 1 3
A Model Context Protocol server that connects to Chrome debugging ports, enabli…
F 25 54 69 53 N/A 40 90 94
16341
Tasfiul-Hedayet
mcp-checker Claim 2 3
F 25 54 30 25 N/A 22 77 82
16342
megachadxyz
MegaChad Claim 1
Burn-to-create looksmaxxing engine on MegaETH. 14 MCP tools for DeFi, NFTs, and…
F 25 66 92 100 94 45 78 99
16343
xiaobenyang-com
Random-Generator Claim 2
An encrypted and secure random number generation server that complies with the …
F 25 66 72 68 0 50 71 60
16344
ai-zerolab
MCP Email Server Claim 1
Provides IMAP and SMTP capabilities, enabling developers to manage email servic…
F 25 54 68 67 N/A 79 90 91
16345
KaranThink41
Automate your Slack workspace interactions by posting messages, replying to thr…
F 25 64 78 68 0 41 90 98
16346
tg-tian
Enables users to generate professional Chinese resume PDFs from JSON data with …
F 25 55 62 51 24 81 84
16347
sergehuber
inoyu-mcp-unomi-server Claim 1 2
An MCP server to access and updates profiles on an Apache Unomi CDP server.
F 25 55 75 68 47 76 92
16348
caboose-mcp
Caboose MCP Claim 1 2
A comprehensive personal AI toolserver that exposes 105 tools across 25 groups—…
F 25 66 96 96 95 69 70 92
16349
deshartman
An MCP (Model Context Protocol) server that lets users send SMS messages throug…
F 25 55 72 71 42 71 84
16350
AEGISnetInc
TS-MCP Claim 1 2
An MCP server for conversational FHIR testing that integrates with the Touchsto…
F 25 55 75 71 40 82 100
Showing 16301–16350 of 67226 servers
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