MCP Server Quality Scores

Independent quality analysis of 69070 public MCP servers

69070
Discovered
→
33800
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9551
PiQrypt
audit-trail ⚡ Claim 1
Cryptographic audit trail for AI agents. Sign, verify, export. GDPR/HIPAA/EU AI…
C 67 5⁄5 ◉ ⏳ 78 55 N/A 33 76 86
9552
YakupAtahanov
SuperMCP Server ⚡ Claim
A powerful orchestration layer for Model Context Protocol (MCP) servers that en…
C 67 5⁄5 ◉ ⏳ 72 33 — 48 81 98
9553
aiforhumans
Provides essential utility tools for text processing, file operations, hashing,…
C 67 5⁄4 ◉ ⏳ 72 27 N/A 46 95 94
9554
Pantainos-Toolkit
Integrates with Perplexity's API to provide web search and AI-powered answers w…
C 67 5⁄5 ◉ ⏳ 60 68 — 30 80 89
9555
java-jaydev
kiwoom-mcp ⚡ Claim 1
A Model Context Protocol server that wraps the Kiwoom Securities REST API to pr…
C 67 5⁄4 ◉ ⏳ 45 66 N/A 61 89 79
9556
alex-gon
The Game Crafter ⚡ Claim 1
Design, manage, and price tabletop games on The Game Crafter via MCP.
C 67 5⁄4 ◉ ⏳ 88 0 N/A 80 77 99
9557
lyw405
Enables AI-driven frontend component design and code generation from natural la…
C 67 5⁄4 ◉ ⏳ 90 26 N/A 25 95 87
9558
feuerdev
keep-mcp ⚡ Claim
Read, create, update and delete Google Keep notes.
C 67 5⁄5 ◉ ⏳ 62 41 — 69 76 95
9559
lucky-dersan
GitLab MCP Server ⚡ Claim
Provides GitLab integration for AI assistants using Model Context Protocol, ena…
C 67 5⁄5 ◉ ⏳ 66 66 — 19 77 98
9560
DaveDev42
Enables AI assistants to automate and test Tauri desktop applications through t…
C 67 5⁄4 ◉ ⏳ 78 28 N/A 37 89 96
9561
hekmon8
Jenkins Server MCP ⚡ Claim 3
A Model Context Protocol server that enables AI assistants to interact with Jen…
C 67 5⁄5 ◉ ⏳ 69 100 — 45 71 39
9562
CesarRL23
Enables CRUD operations on student records via REST API and MCP interface, with…
C 67 4⁄4 ◉ ⏳ 44 N/A N/A 29 95 98
9563
bgheneti
Amazing-Marvin-MCP ⚡ Claim
Model Context Provider for Amazing Marvin productivity app - Access your tasks,…
C 67 5⁄5 ◉ ⏳ 76 43 N/A 35 81 91
9564
veonua
smartthings-mcp ⚡ Claim
A lightweight server for Samsung SmartThings, offering tools to manage devices …
C 67 5⁄5 ◉ ⏳ 50 66 — 42 81 93
9565
tech-ibaad
E2B Remote Server ⚡ Claim
Manage sandboxes, run commands, host websites, and read or write files remotely…
C 67 5⁄4 ◉ ⏳ 40 60 N/A 41 95 99
9566
leehave
Claude Music MCP ⚡ Claim 1
Enables music management through search, playlist creation, and intelligent rec…
C 67 5⁄4 ◉ ⏳ 72 52 N/A 23 90 88
9567
ahmedelshazly27
OpenDSS MCP Server ⚡ Claim
Enables conversational power system analysis by connecting Claude AI with EPRI'…
C 67 5⁄4 ◉ ⏳ 66 33 N/A 59 95 86
9568
esshka
OKX MCP Server ⚡ Claim 1
Provides real-time cryptocurrency price data from OKX exchange through a Model …
C 67 5⁄5 ◉ ⏳ 78 100 — 16 81 38
9569
hypermodel-labs
A starter template for building Model Context Protocol servers that can be inte…
C 67 5⁄4 ◉ ⏳ 66 52 N/A 26 95 85
9570
valyc0
MCP MD2PDF Server ⚡ Claim
Provides tools for converting Markdown content and files into professional PDF …
C 67 5⁄5 ◉ ⏳ 78 51 — 16 81 97
9571
chenyeju295
Enables AI-powered image generation using Volcengine's Doubao model with custom…
C 67 5⁄5 ◉ ⏳ 74 51 — 25 80 96
9572
ryan-haver
Fusebase MCP Server ⚡ Claim 1
Enables AI assistants to manage Fusebase workspaces by providing 46 tools for h…
C 67 5⁄4 ◉ ⏳ 88 27 N/A 32 87 94
9573
praneybehl
An MCP server that provides code review functionality using OpenAI, Google, and…
C 67 5⁄5 ◉ ⏳ 57 58 — 49 81 91
9574
resq-software
resQ MCP Server ⚡ Claim 2
A Model Context Protocol server for the resQ emergency response system that int…
C 67 5⁄5 ◉ ⏳ 69 65 — 33 80 81
9575
roadwy
cve-search_mcp ⚡ Claim
A Model Context Protocol (MCP) server for querying the CVE-Search API. This ser…
C 67 5⁄4 ◉ ⏳ 64 31 N/A 48 95 98
9576
Hormold
MCP Command Proxy ⚡ Claim 1
A proxy server that enables AI assistants to run and interact with command-line…
C 67 5⁄5 ◉ ⏳ 54 57 — 56 80 92
9577
jyjune
mcp_vms Claim
A Model Context Protocol (MCP) server designed to connect to a CCTV recording p…
C 67 5⁄4 ◉ ⏳ 70 31 N/A 45 87 100
9578
6551Team
OpenNews MCP ⚡ Claim
A cryptocurrency news aggregation server providing AI-powered sentiment ratings…
C 67 5⁄5 ◉ ⏳ 60 46 — 57 78 96
9579
Moe03
Provides access to Google Maps API functionality including geocoding, place sea…
C 67 5⁄5 ◉ ⏳ 86 83 — 40 80 29
9580
kongyo2
An MCP server for searching and exploring MCP servers from the Glama MCP direct…
C 67 5⁄5 ◉ ⏳ 51 61 — 43 84 94
9581
nikoko107
Provides access to French public data through data.gouv.fr, IGN cartographic se…
C 67 5⁄5 ◉ ⏳ 72 62 — 19 81 89
9582
Alex-ChanHC
RAG MCP Server ⚡ Claim 1
A Model Context Protocol server that exposes Retrieval-Augmented Generation cap…
C 67 5⁄5 ◉ ⏳ 63 61 — 21 81 100
9583
Wil-Collier
Enables AI assistants to manage Snipe-IT inventory systems through comprehensiv…
C 67 5⁄5 ◉ ⏳ 60 66 — 31 81 88
9584
rtuin
mcp-mermaid-validator ⚡ Claim 1
A Model Context Protocol server that validates and renders Mermaid diagrams.
C 67 5⁄5 ◉ ⏳ 51 82 N/A 74 81 51
9585
djm81
Log Analyzer MCP ⚡ Claim
A Python-based MCP server that enables AI-assisted log file analysis with featu…
C 67 5⁄5 ◉ ⏳ 82 30 — 38 81 100
9586
relaxcloud-cn
MCP Port Scanner ⚡ Claim
An intelligent layered port scanning service based on MCP protocol, designed fo…
C 67 5⁄5 ◉ ⏳ 80 28 — 53 81 90
9587
Inflectra
mcp-server-spira ⚡ Claim 1
A Model Context Protocol (MCP) server enabling AI assistants to interact with S…
C 67 5⁄4 ◉ ⏳ 72 37 N/A 51 85 90
9588
wsargent
icalPal MCP Server ⚡ Claim
Enables AI assistants to interact with macOS Calendar and Reminders application…
C 67 4⁄4 ◉ ⏳ 54 N/A N/A 21 95 88
9589
smith-nathanh
yt-fetch ⚡ Claim 1
An MCP server that enables interaction with the YouTube Data API, allowing user…
C 67 5⁄5 ◉ ⏳ 71 56 — 21 81 94
9590
kamath
Enables creating temporary email inboxes and sending emails through the AgentMa…
C 67 5⁄5 ◉ ⏳ 54 68 — 26 82 100
9591
saxyguy81
A secure MCP wrapper for Anthropic Claude Code that eliminates the need for per…
C 67 5⁄5 ◉ ⏳ 84 43 — 23 81 90
9592
phuihock
TA-Lib MCP Server ⚡ Claim
Provides technical analysis indicators like SMA, EMA, RSI, MACD, Bollinger Band…
C 67 5⁄5 ◉ ⏳ 90 74 — 30 81 42
9593
saiprasadthalluri
Enables LLMs to search for food products and retrieve detailed nutritional info…
C 67 5⁄4 ◉ ⏳ 60 56 N/A 19 95 98
9594
chenqi146
Torna MCP Server ⚡ Claim
Bridges Torna API documentation system with AI assistants, enabling natural lan…
C 67 5⁄5 ◉ ⏳ 72 43 — 42 78 99
9595
dannywillowliu-uchi
Enables creating, editing, and compiling LaTeX resumes directly from Claude usi…
C 67 5⁄4 ◉ ⏳ 60 28 N/A 64 95 93
9596
nitin-kumar101
A Retrieval-Augmented Generation system that enables uploading, processing, and…
C 67 5⁄4 ◉ ⏳ 54 66 N/A 19 95 94
9597
cubedevinc
Cube MCP Server ⚡ Claim 1
Enables users to interact with Cube's AI agent for real-time analytics and data…
C 67 5⁄5 ◉ ⏳ 72 83 — 33 82 50
9598
LazerThings
An MCP server that leverages multiple Claude instances to provide enhanced resp…
C 67 5⁄5 ◉ ⏳ 75 52 — 23 81 92
9599
deeppath-ai
Enables rapid analysis of landing pages for SEO compliance, conversion structur…
C 67 5⁄5 ◉ ⏳ 58 100 — 41 81 43
9600
amandhunna
A service that processes natural language requests to perform mathematical calc…
C 67 5⁄5 ◉ ⏳ 86 38 — 23 78 98
Showing 9551–9600 of 69070 servers
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