MCP Server Quality Scores

Independent quality analysis of 50515 public MCP servers

50515
Discovered
29743
Scored
2112
Verified
16952
Complete

Last updated 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16351
agntor
trust Claim 1
Trust layer for AI agents: identity, guard, redact, escrow, and x402 payments.
F 25 54 72 71 N/A 53 71 95
16352
Tasfiul-Hedayet
mcp-checker Claim 2 3
F 25 54 30 25 N/A 22 77 82
16353
AceDataCloud
mcp-seedance Claim 2
MCP server for ByteDance Seedance AI video generation
F 25 55 84 0 71 80 99
16354
benderterminal
zKettle Claim 1
Self-hosted, zero-knowledge encrypted, self-destructing secrets for secure agen…
F 25 55 78 72 69 80 91
16355
akutishevsky
Nutrition MCP Claim 1
Personal nutrition tracking — log meals, track macros, and review history throu…
F 25 66 78 10 0 52 80 98
16356
abhichandra21
Promptheus Claim 1 3
AI-powered prompt refinement with adaptive questioning and multi-provider suppo…
F 25 54 84 43 N/A 81 64 86
16357
aralroca
Telegram MCP Bridge Claim 1
Enables MCP agents to request human confirmation for actions via a Telegram bot…
F 25 55 86 65 35 80 94
16358
imprvhub
mcp-rss-aggregator Claim 2
Model Context Protocol Server for aggregating RSS feeds in Claude Desktop.
F 25 55 90 58 71 78 69
16359
bkblocksolutions-rgb
AgentBTC MCP Server Claim 1 3
Enables AI agents to perform Bitcoin and Lightning Network payments using a non…
F 25 55 54 68 N/A 58 77 46
16360
ezbiz-services
Social media analytics toolkit that analyzes profiles, scores engagement, detec…
F 25 66 100 86 95 67 77 91
16361
olwalgeorge2
Automates GitHub issue-to-PR workflows using specialized AI agents (analyst, ar…
F 25 55 78 68 24 76 94
16362
devalexandre
A tool that enables automated browser control using Pyppeteer within the MCP fr…
F 25 55 60 28 37 74 97
16363
TSavo
Unity-MCP Claim 1
A bridge between Unity and AI assistants that enables AI to interact with Unity…
F 25 55 90 58 44 76 73
16364
kaneyxx
Weekly Report Checker Claim 1 3
An MCP server that monitors and provides analytics on weekly report submissions…
F 25 55 51 82 19 76 50
16365
bezael
Enables language models to interact with Google Calendar through OAuth2 authent…
F 25 55 60 75 26 80 92
16366
gcorroto
Asterisk S2S MCP Server Claim 2 3
MCP Server for automated conversational phone calls using Asterisk with Speech-…
F 25 55 51 70 50 76 93
16367
whoisgloom
Owlvin MCP Server Claim 1 2
Enables AI agents to access a wide range of AI tools and services through the O…
F 25 66 78 45 0 45 77 98
16368
manticoresoftware
Manticore Search MCP Claim 1 2
Connect AI assistants to Manticore Search. Execute SQL queries, list tables, ge…
F 25 54 57 47 56 90 94
16369
SGFGOV
Medusa MCP Server Claim 1 2
A Model Context Protocol server that provides a scalable backend solution for e…
F 25 55 71 58 57 80 71
16370
AceDataCloud
mcp-nanobanana-pro Claim 1
MCP server for NanoBanana AI image generation and editing
F 25 66 84 0 0 66 80 96
16371
lakyia
MCP Demo Claim 1
A FastMCP-based server providing tools for weather queries, random number gener…
F 25 55 50 25 25 80 96
16372
WattCoin-Org
Earn WATT tokens on Solana — tasks, skills marketplace, AI inference, and bount…
F 25 66 96 100 95 68 77 95
16373
mksglu
context-mode Claim 2 3
Context window optimization for AI coding agents. Sandboxes tool output, 98% re…
F 25 54 85 31 N/A 72 90 96
16374
barateza
Provides semantic search capabilities over the Plesk Extensions Guide documenta…
F 25 55 64 30 66 80 92
16375
mirecekd
An MCP server for generating videos through Amazon Nova Reel 1.1 using AWS Bedr…
F 25 55 61 43 52 82 95
16376
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
16377
cseguinlz
doubletick-cli Claim 2 3
Email read tracking via Gmail. Send tracked emails, check if they were opened w…
F 25 66 66 62 0 50 76 95
16378
contextstream
ContextStream MCP Server Claim 1 2
ContextStream MCP server for code context, memory, search, and AI tools.
F 25 66 100 87 0 83 80 57
16379
Dennesssy
Provides AI agents with secure, natural-language access to Oracle Cloud Infrast…
F 25 55 66 42 48 82 95
16380
mardraze
Jobs MCP Server Claim 1
A Node.js and TypeScript server that enables searching for job listings and acc…
F 25 54 72 26 N/A 30 89 91
16381
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
16382
handaas
Provides comprehensive enterprise qualification and certificate data, including…
F 25 55 60 37 18 76 70
16383
windopper
Takeoff. Claim 1
AI trend collect service
F 25 54 36 55 N/A 30 92 97
16384
hfzhae
Zydsoft MCP Server Claim 2
Enables medical symptom guidance and disease consultation through the Zydsoft A…
F 25 55 80 42 50 74 3
16385
hygao1024
An MCP server implementation that enables calling iFlytek workflows through the…
F 25 55 69 63 41 76 88
16386
sensiblecoder
Solar2D MCP Server Claim 2 3
Enables AI assistants to run, debug, and interact with Solar2D projects by capt…
F 25 54 100 58 N/A 41 87 93
16387
dynatrace-oss
Dynatrace-mcp Claim 2 4
Access Dynatrace observability data: logs, metrics, problems, vulnerabilities v…
F 25 66 86 70 0 100 55 83
16388
sebastianall1977
Manage Gmail end-to-end: search, read, send, draft, label, and organize threads…
F 25 66 62 62 0 61 78 82
16389
gemini2026
A Model Context Protocol server that enables intelligent searching across docum…
F 25 55 61 82 79 82 93
16390
bonfire-audio
REAPER MCP Server Claim 1 2
A Model Context Protocol server that enables AI agents to create fully mixed an…
F 25 54 67 0 N/A 25 87 95
16391
gabriellangon
Nemo Claim 2 3
An MCP server that enables users to transform AI conversations into a structure…
F 25 66 69 62 0 40 81 97
16392
VibeFix-Technologies
vibefix Claim 1 2
Bug bounty platform for vibe coders. Post bugs from AI-generated code, browse b…
F 25 55 90 0 31 80 99
16393
andylee20014
Generate images using advanced AI models and store them securely in the cloud. …
F 25 55 39 60 N/A 27 80 79
16394
metrxbots
mcp-server Claim 1 2
AI agent cost intelligence — track spend across providers, optimize model selec…
F 25 66 100 76 95 87 74 88
16395
sumitvairagar
Simple MCP Server Claim 1 2
A TypeScript starter template for building MCP servers with example tools (echo…
F 25 54 78 51 N/A 26 90 96
16396
ronantakizawa
GIS Data Conversion MCP Claim 1 4
An MCP server that gives LLMs access to geographic data conversion tools, enabl…
F 25 55 81 100 N/A 44 92 44
16397
wujtruj
Curl MCP Server Claim 1
Enables full curl functionality within the Model Context Protocol, allowing use…
F 25 54 86 57 N/A 22 77 91
16398
Aderix
vantagate-mcp-server Claim 1 2
VantaGate MCP Server & OpenAPI integration - Human-in-the-Loop for AI Agents
F 25 54 90 77 N/A 51 81 93
16399
TSavo
creatify-mcp Claim 1
creatify-mcp
F 25 55 84 71 64 80 82
16400
nuxt-modules
mcp-toolkit Claim 1
Create MCP servers directly in your Nuxt application. Define tools, resources, …
F 25 66 94 66 0 83 82 91
Showing 16351–16400 of 50515 servers
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