MCP Server Quality Scores

Independent quality analysis of 69313 public MCP servers

69313
Discovered
→
33947
Scored
→
2112
Verified
→
16953
Complete

Last updated 39 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
25351
aliyun
A MCP server that enables AI assistants to operation resources on Alibaba Cloud…
F 25 4⁄4 ◐ ⏳ 65 37 — 76 78 —
25352
winedarksea
AutoTS ⚡ Claim 1 2
Automated time series forecasting with model search, anomaly detection, and eve…
F 25 4⁄3 ◐ ⏳ 92 47 N/A 81 92 —
25353
xiaobenyang-com
xiaobenyang-mcp ⚡ Claim 2
本MCP服务封装了新闻相关工具
F 25 4⁄3 ◐ ⏳ 70 63 N/A 45 84 —
25354
Mhrnqaruni
Exposes Playwright-powered automation tools to AI assistants for navigating web…
F 25 4⁄3 ◐ ⏳ 84 31 N/A 53 84 —
25355
sahiloj
MCPScan Claim 2
Offensive MCP server auditor — detects tool poisoning, credential leaks, RCE ve…
F 25 4⁄3 ◐ ⏳ 78 40 N/A 69 90 —
25356
BIGPPWONG
EdgeBox Claim 1
A local sandbox that provides AI agents with code execution, filesystem access,…
F 25 4⁄3 ◐ ⏳ 60 66 N/A 71 87 —
25357
garc33
Facilitates interaction with Bitbucket Server for pull request management using…
F 25 4⁄4 ◐ ⏳ 84 68 — 60 80 —
25358
evolv3ai
Enables Claude and other MCP-compatible clients to access Scorecard's evaluatio…
F 25 4⁄4 ◐ ⏳ 42 27 — 29 78 —
25359
tensorwhiz141
A master control platform that orchestrates intelligent agents with a plug-and-…
F 25 4⁄4 ◐ ⏳ 42 31 — 24 80 —
25360
joelio
stocky Claim 1 2
An MCP server for searching and downloading royalty-free stock photography from…
F 25 4⁄4 ◐ ⏳ 49 38 — 54 80 —
25361
Scofieldfree
Excalidraw MCP Server ⚡ Claim 1
Enables AI agents to programmatically generate, edit, and view Excalidraw diagr…
F 25 4⁄4 ◐ ⏳ 66 65 — 77 82 —
25362
aegntic
Transforms Obsidian vaults into AI-powered knowledge bases using multi-layer RA…
F 25 4⁄4 ◐ ⏳ 94 72 — 31 76 —
25363
lumile
Facilitates access to LumbreTravel API for managing travel programs, activities…
F 25 4⁄4 ◐ ⏳ 78 57 — 26 74 —
25364
dasein108
Cyberlink MCP Server ⚡ Claim 1 2
A Model Context Protocol server for creating, updating, and querying semantic r…
F 25 4⁄4 ◐ ⏳ 51 71 — 33 76 —
25365
ashishdevthakur3-max
Firecrawl MCP Server ⚡ Claim 2
Enables web scraping, crawling, and content extraction by integrating with the …
F 25 4⁄4 ◐ ⏳ 84 71 — 53 76 —
25366
sellersmith
TailorKit MCP ⚡ Claim 1
Connects AI assistants to the TailorKit API, enabling them to manage customizab…
F 25 4⁄4 ◐ ⏳ 64 66 — 27 80 —
25367
liuchongchong1995
Enables interaction with the Unstructured API to manage data workflows, includi…
F 25 4⁄4 ◐ ⏳ 48 41 — 34 76 —
25368
rachana-tf
Petstore MCP Server ⚡ Claim 1
Enables interaction with a sample Pet Store API based on OpenAPI 3.1 specificat…
F 25 4⁄3 ◐ ⏳ 84 43 N/A 30 89 —
25369
ryannmperez
PyMOL-MCP-Vis ⚡ Claim 2
Enables Claude to control PyMOL for molecular visualization and structural biol…
F 25 4⁄3 ◐ ⏳ 90 58 N/A 48 80 —
25370
dryfryce
Frida MCP Server ⚡ Claim 1 2
A comprehensive MCP server that exposes Frida's dynamic instrumentation toolkit…
F 25 4⁄3 ◐ ⏳ 96 52 N/A 25 80 —
25371
CharlieDigital
runjs Claim 2
The only MCP server you need: let your LLM generate and safely execute JavaScri…
F 25 4⁄3 ◐ ⏳ 58 36 N/A 37 82 —
25372
cj-vana
Discord Server Setup MCP ⚡ Claim 1 2
An automation tool for macOS that uses AppleScript and JXA to manage Discord se…
F 25 4⁄3 ◐ ⏳ 90 75 N/A 55 87 —
25373
mhajder
Zabbix MCP Server ⚡ Claim 1 3
Provides advanced, programmable access to Zabbix monitoring data and management…
F 25 4⁄3 ◐ ⏳ 75 70 — 76 77 —
25374
AxoRm
MCP-MCSTATUS Claim 1
Provides tools for retrieving Minecraft Java and Bedrock server status via the …
F 25 4⁄4 ◐ ⏳ 48 41 — 30 80 —
25375
samarora837
Enables the analysis of GitHub Pull Requests to extract metadata, commits, and …
F 25 4⁄3 ◐ ⏳ 34 35 N/A 27 87 —
25376
CodeByWaqas
Integrates GitLab merge request analysis with Confluence documentation, allowin…
F 25 4⁄4 ◐ ⏳ 48 43 — 46 78 —
25377
kimtth
mcp-aoai-web-browsing ⚡ Claim 2
A `minimal` server/client MCP implementation using Azure OpenAI and Playwright.
F 25 4⁄3 ◐ ⏳ 54 30 N/A 45 84 —
25378
cryptoleek-team
GOAT MCP Server Claim 1 4
An MCP server that connects Claude for Desktop with blockchain functionality, a…
F 25 4⁄3 ◐ ⏳ 33 37 N/A 19 92 —
25379
Karanxa
dvmcp Claim 2
Damn Vulnerable MCP Server for Security Researchers.
F 25 4⁄4 ◐ ⏳ 48 26 — 22 63 —
25380
Vizioz
Teamwork MCP Claim 1 2
An MCP server that connects to the Teamwork API, providing a simplified interfa…
F 25 4⁄4 ◐ ⏳ 81 68 — 75 76 —
25381
Bonsai-Tech-LLC
clypt ⚡ Claim 1
AI-native link intelligence — shorten, track, and manage links from any AI agent
F 25 4⁄3 ◐ ⏳ 88 0 N/A 71 82 —
25382
wyn0001
Enables autonomous AI-to-AI collaboration between Claude and Gemini to execute …
F 25 4⁄4 ◐ ⏳ 78 50 — 49 78 —
25383
laica-ayudavets
Enables interaction with the Inmovilla real estate CRM platform to manage prope…
F 25 4⁄4 ◐ ⏳ 90 70 — 29 74 —
25384
WizspDemo
Enables comprehensive schema and solution management for Microsoft Dataverse, i…
F 25 4⁄4 ◐ ⏳ 84 75 — 66 74 —
25385
k-jarzyna
mcp-miro ⚡ Claim 1
Miro MCP server, exposing all functionalities available in official Miro SDK
F 25 4⁄4 ◐ ⏳ 62 71 — 53 80 —
25386
kamiwaza-drew
Enables AI models to perform comprehensive Git repository management including …
F 25 4⁄4 ◐ ⏳ 48 37 — 35 77 —
25387
pandeussilvae
Panda Odoo MCP Server ⚡ Claim 1
Enables seamless interaction with Odoo instances through the Model Context Prot…
F 25 4⁄4 ◐ ⏳ 48 48 — 45 76 —
25388
lazyants
lexware-mcp-server ⚡ Claim 1 2
MCP server for the Lexware Office API that enables management of invoices, cont…
F 25 4⁄3 ◐ ⏳ 57 52 — 74 91 —
25389
pidanmeng
mcp-scan-qr ⚡ Claim 1 2
An MCP server that provides tools for scanning and extracting data from QR code…
F 25 4⁄4 ◐ ⏳ 51 62 — 24 80 —
25390
behrensd
mcpwall ⚡ Claim 2
mcpwall is a deterministic security proxy for MCP tool calls — iptables for MCP…
F 25 4⁄3 ◐ ⏳ 60 13 N/A 60 84 —
25391
yotsuda
MarkdownPointer Claim 1
Markdown viewer for AI-assisted document review. Click any element to copy file…
F 25 4⁄3 ◐ ⏳ 60 27 N/A 47 90 —
25392
jaqarx
Enables management of GitHub projects and issues using GitHub's GraphQL API. Su…
F 25 4⁄4 ◐ ⏳ 90 38 — 39 76 —
25393
TeleKashOracle
mcp-server ⚡ Claim 1 2
Prediction market probability oracle. 500+ markets from Kalshi, Polymarket & Me…
F 25 4⁄3 ◐ ⏳ 90 0 N/A 57 87 —
25394 F 25 4⁄3 ◐ ⏳ 42 43 N/A 32 87 —
25395
SamuelMoraesF
mcp-organizze ⚡ Claim 1
MCP para integração com o gestor financeiro Organizze. Crie transações, consult…
F 25 4⁄3 ◐ ⏳ 54 60 N/A 53 81 —
25396
trailofbits
Slither MCP Server ⚡ Claim 1 2
Enables static analysis of Solidity smart contracts using Slither, including co…
F 25 4⁄3 ◐ ⏳ 63 58 N/A 79 94 —
25397
beverm2391
An MCP server that uses Groq's API to expose raw chain-of-thought tokens from Q…
F 25 4⁄4 ◐ ⏳ 75 22 — 27 76 —
25398
ag2-mcp-servers
An MCP server that enables natural language interaction with Google's Discovery…
F 25 4⁄4 ◐ ⏳ 45 50 — 21 78 —
25399
kales0202
YApi MCP Server ⚡ Claim 1
Enables interaction with YApi API management platform through natural language,…
F 25 4⁄4 ◐ ⏳ 54 70 — 43 78 —
25400
drakonkat
wizzy-mcp-tmdb ⚡ Claim 1 2
A MCP server for The Movie Database API that enables AI assistants to search an…
F 25 4⁄4 ◐ ⏳ 85 71 — 55 80 —
Showing 25351–25400 of 69313 servers
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