MCP Server Quality Scores

Independent quality analysis of 69153 public MCP servers

69153
Discovered
→
33861
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16251
angrysky56
AST MCP Server ⚡ Claim 1
Provides advanced code structure and semantic analysis through Abstract Syntax …
F 25 5⁄4 ◉ ⏳ 88 41 N/A 59 90 89
16252
markswendsen-code
Xfinity MCP Server Claim 1 2
Enables users to manage their Xfinity ISP accounts through automated browser se…
F 25 5⁄5 ◉ ⏳ 90 68 — 30 69 99
16253
xiaobenyang-com
Hot-News ⚡ Claim 2
One-stop aggregation service of hot trends across the entire network based on t…
F 25 5⁄5 ◉ ⏳ 72 67 N/A 50 74 12
16254
Agent-Billy
Provides secure, role-based access to Stripe billing operations for AI assistan…
F 25 5⁄5 ◉ ⏳ 76 0 — 50 78 98
16255
tg-tian
Enables users to generate professional Chinese resume PDFs from JSON data with …
F 25 5⁄5 ◉ ⏳ 62 51 — 24 81 84
16256
XD3an
MCP Builder ⚡ Claim 1
A Python-based server that helps users easily install and configure other MCP s…
F 25 5⁄4 ◉ ⏳ 72 31 N/A 22 90 88
16257
tuckerschreiber
need Claim 2
AI agents hallucinate package names. need gives them a verified index of 10,000…
F 25 6⁄6 ◉ ⏳ 90 10 0 53 71 98
16258
niko91i
A Model Context Protocol server that combines DeepSeek R1's reasoning capabilit…
F 25 5⁄5 ◉ ⏳ 63 70 — 41 76 94
16259
alDuncanson
Handler ⚡ Claim 1
A2A Protocol client and developer toolkit.
F 25 5⁄4 ◉ ⏳ 80 46 N/A 76 90 90
16260
techkwon
MCP Gemini API Server ⚡ Claim 2 3
A server that provides access to Google Gemini AI capabilities including text g…
F 25 5⁄5 ◉ ⏳ 72 71 — 27 76 51
16261
rishabh17081
Provides integration with PayPal's Account Updater service, enabling merchants …
F 25 5⁄5 ◉ ⏳ 70 35 — 40 74 79
16262
akutishevsky
Nutrition MCP Claim 1
Personal nutrition tracking — log meals, track macros, and review history throu…
F 25 6⁄6 ◉ ⏳ 78 10 0 52 80 98
16263
huangjia2019
mcp-in-action Claim 2
极客时间MCP新课已经上线!超2000同学一起开启MCP学习之旅!
F 25 5⁄4 ◉ ⏳ 72 40 N/A 20 88 92
16264
kukapay
token-minter-mcp ⚡ Claim 1 2
An MCP server providing tools for AI agents to mint ERC-20 tokens across multip…
F 25 5⁄5 ◉ ⏳ 63 72 — 43 74 94
16265
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 5⁄5 ◉ ⏳ 76 72 — 47 78 100
16266
GetSpines
spines ⚡ Claim 1
Access book collections, reading lists, and bookshelf recognition from AI assis…
F 25 5⁄5 ◉ ⏳ 76 0 N/A 76 71 99
16267
bishnubista
A deliberately insecure note management server designed to test security scanne…
F 25 5⁄4 ◉ ⏳ 90 42 N/A 29 75 96
16268
lpenguin
Enables image generation using OpenAI's DALL-E and GPT-Image models directly th…
F 25 5⁄5 ◉ ⏳ 92 60 — 43 80 95
16269
oxylabs
oxylabs-oxylabs-mcp ⚡ Claim 1
Fetch and process content from specified URLs using the Oxylabs Web Scraper API.
F 25 6⁄6 ◉ ⏳ 74 68 0 77 70 80
16270
khalomsky
SYKE Claim 1
AI code impact analysis MCP server that monitors file changes, maps dependency …
F 25 5⁄4 ◉ ⏳ 90 68 N/A 32 90 91
16271
coinstax
InvokeAI MCP Server ⚡ Claim 1 3
A Model Context Protocol (MCP) server that integrates InvokeAI with Claude Code…
F 25 5⁄5 ◉ ⏳ 96 91 N/A 64 90 68
16272
jerrysrodz
goldhold ⚡ Claim 1 2
Persistent memory for AI agents. Search, store, and recall across sessions.
F 25 6⁄6 ◉ ⏳ 72 53 0 29 70 93
16273
EgzonArifi
Povio Worklog MCP Server ⚡ Claim 1 2
Automates the generation of professional worklogs by analyzing git commits with…
F 25 5⁄5 ◉ ⏳ 90 57 — 53 80 95
16274
Dreamboat-Rachel
MCP Server For Local ⚡ Claim 2
A customizable Model Context Protocol server implementation that enables AI mod…
F 25 5⁄4 ◉ ⏳ 72 46 N/A 42 87 81
16275
rollbar
Rollbar MCP Server ⚡ Claim 1
Enables AI assistants to interact with Rollbar error tracking and monitoring se…
F 25 5⁄5 ◉ ⏳ 84 72 — 77 80 96
16276
mkotsollaris
Model Context Protocol server that enables AI assistants to perform keyword res…
F 25 5⁄4 ◉ ⏳ 92 61 N/A 43 90 91
16277
s3cr1z
jina-ai-mcp Claim 1 2
mcp.jina.ai/sse
F 25 6⁄6 ◉ ⏳ 92 92 100 50 80 100
16278
nikolausm
n8n MCP Server ⚡ Claim 1 2
Enables AI assistants to interact with n8n workflow automation instances throug…
F 25 6⁄6 ◉ ⏳ 90 68 0 42 78 97
16279
runninghare
REST-to-Postman MCP ⚡ Claim 1
Converts REST API code (like NestJS controllers or FastAPI endpoints) to Postma…
F 25 5⁄5 ◉ ⏳ 86 71 — 29 76 90
16280
VikashLoomba
copilot-mcp Claim 1
A VSCode extension that lets you find and install Agent Skills and MCP Apps to …
F 25 5⁄5 ◉ ⏳ 90 68 N/A 79 74 95
16281
sebastianall1977
Manage Gmail end-to-end: search, read, send, draft, label, and organize threads…
F 25 6⁄6 ◉ ⏳ 62 62 0 61 78 82
16282
Noosbai
PrusaMCP ⚡ Claim 1
An intelligent 3D printing assistant that enables users to analyze meshes, gene…
F 25 5⁄5 ◉ ⏳ 78 61 — 35 78 88
16283
chigwell
telegram-mcp ⚡ Claim 1
Telegram API integration for accessing user data, managing dialogs (chats, chan…
F 25 5⁄4 ◉ ⏳ 82 48 N/A 76 89 96
16284
Dennesssy
Provides AI agents with secure, natural-language access to Oracle Cloud Infrast…
F 25 5⁄5 ◉ ⏳ 66 42 — 48 82 95
16285
xiaobenyang-com
12306-MCP ⚡ Claim 2
12306 ticket purchase search server based on Model Context Protocol (MCP). It p…
F 25 6⁄6 ◉ ⏳ 72 65 0 50 74 12
16286
SageMindAI
moltbridge ⚡ Claim 1
Agent network intelligence for AI agents. Trust scoring, broker discovery, and …
F 25 5⁄4 ◉ ⏳ 96 46 N/A 48 90 96
16287
hqu
Datawrapper MCP ⚡ Claim 1 2
An MCP server that enables AI assistants to create, update, and publish Datawra…
F 25 5⁄4 ◉ ⏳ 75 68 N/A 59 90 97
16288
Afrinov8
CFT MCP Server Claim 1
Enables interaction with the Chrome Fair Trade platform to manage trading deals…
F 25 5⁄5 ◉ ⏳ 60 62 — 35 80 100
16289
Piotr1215
A communication framework that enables multiple AI agents to collaborate throug…
F 25 5⁄5 ◉ ⏳ 92 100 — 36 76 90
16290
pinkpixel-dev
mem0-mcp ⚡ Claim 1
✨ mem0 MCP Server: A memory system using mem0 for AI applications with model co…
F 25 5⁄5 ◉ ⏳ 96 68 N/A 63 76 90
16291
mkbhardwas12
mcp-bridgekit ⚡ Claim 2 3
Embeddable MCP stdio → HTTP bridge with background jobs & live dashboard. Survi…
F 25 5⁄4 ◉ ⏳ 66 68 N/A 78 90 58
16292
zhangning77-tech
Xray MCP Server Claim 1
Enables vulnerability scanning of web applications using the xray security scan…
F 25 5⁄5 ◉ ⏳ 72 20 — 16 69 90
16293
Tasfiul-Hedayet
mcp-checker ⚡ Claim 2 3
F 25 5⁄4 ◉ ⏳ 30 25 N/A 22 77 82
16294
mnemox-ai
idea-reality-mcp ⚡ Claim 1
Pre-build reality check for AI coding agents. Scans GitHub, Hacker News, npm, P…
F 25 6⁄6 ◉ ⏳ 72 10 0 92 61 91
16295
ebrunet001
mcp-server-lol Claim 1 2
League of Legends AI coaching: player profiles, match history, ranked stats & p…
F 25 6⁄6 ◉ ⏳ 66 0 0 47 78 95
16296
PostHog
Official PostHog MCP Server for product analytics, feature flags, experiments, …
F 25 6⁄6 ◉ ⏳ 60 10 0 77 77 82
16297
mfukushim
Create immersive travel experiences by instructing an avatar to navigate Google…
F 25 6⁄6 ◉ ⏳ 86 66 0 75 68 90
16298
gellasangameshgupta
Enables Claude Desktop to interact with Salesforce for order management, includ…
F 25 5⁄5 ◉ ⏳ 78 62 — 43 80 100
16299
petrsovadina
MCP Atlassian Server ⚡ Claim 1
Integrates Atlassian products (Confluence, Jira) with Model Context Protocol, e…
F 25 5⁄5 ◉ ⏳ 90 71 — 36 78 91
16300
facultidev42FacultiDevelopment
faculti ⚡ Claim 1
Search academic expert insights, papers and contributions from Faculti
F 25 5⁄4 ◉ ⏳ 80 60 N/A 48 88 98
Showing 16251–16300 of 69153 servers
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