MCP Server Quality Scores

Independent quality analysis of 69093 public MCP servers

69093
Discovered
→
33827
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11201
ayyazzafar
MCP server enabling AI-powered Baserow database operations through natural lang…
C 64 6⁄4 ◉ ⏳ 75 66 0 63 92 93
11202
MissionSquad
MCP Avantage ⚡ Claim 2
A Model Context Protocol server that enables LLMs to access comprehensive finan…
C 64 5⁄5 ◉ ⏳ 59 100 — 23 82 42
11203
ConectcarData
Enables LLMs and AI agents to securely query and interact with Amazon Redshift …
C 64 5⁄5 ◉ ⏳ 72 43 — 19 81 95
11204
farzad528
Integrates Claude Desktop with Azure AI Search, allowing users to query search …
C 64 5⁄5 ◉ ⏳ 76 37 — 25 81 90
11205
pholex
Enables interaction with Qinglong Panel (青龙面板) to query, execute, and monitor s…
C 64 5⁄5 ◉ ⏳ 72 43 — 39 81 80
11206
Valerio357
mcp_server1 Claim
C 64 5⁄4 ◉ ⏳ 46 60 N/A 21 95 92
11207
ArjunCodess
Connects AI tools to Storyblok CMS, allowing users to manage content through na…
C 64 5⁄5 ◉ ⏳ 70 82 — 43 81 33
11208
arnaldo-delisio
Enables interaction with X (Twitter) to post tweets, threads, and replies while…
C 64 5⁄5 ◉ ⏳ 60 40 — 37 82 98
11209
yuanoOo
OceanBase MCP Server ⚡ Claim 1
A Model Context Protocol server that enables AI assistants to securely interact…
C 64 5⁄5 ◉ ⏳ 75 28 — 40 81 91
11210
vinsidious
PostgreSQL MCP Server ⚡ Claim 2
Provides read-only access to PostgreSQL databases, enabling users to inspect da…
C 64 5⁄5 ◉ ⏳ 84 45 — 17 69 91
11211
bensinclair
Weather MCP Server ⚡ Claim 1
A Model Context Protocol server that retrieves current weather information for …
C 64 5⁄5 ◉ ⏳ 59 100 — 20 81 41
11212
quantplay
Provides access to the QuantPlay trading API for managing broker accounts, trac…
C 64 5⁄5 ◉ ⏳ 66 43 — 23 80 99
11213
jasonjmcghee
WebMCP ⚡ Claim
A framework that enables websites to share tools, resources, and prompts with c…
C 64 6⁄6 ◉ ⏳ 96 63 0 74 76 79
11214
intenttext
intenttext-mcp ⚡ Claim 2
Parse, validate, query, and render IntentText (.it) documents for AI agents
C 64 5⁄5 ◉ ⏳ 72 70 N/A 39 83 43
11215
atishayjn
Provides comprehensive financial data from Yahoo Finance, enabling retrieval of…
C 64 5⁄5 ◉ ⏳ 60 40 — 42 82 94
11216
hieuttmmo
entraid-mcp-server ⚡ Claim 1
A MCP server for Microsoft Entra ID (Azure AD) directory, user, group, device, …
C 64 5⁄5 ◉ ⏳ 75 40 — 27 78 90
11217
james116blue
Incident forensic with log files analyzing
C 64 5⁄4 ◉ ⏳ 62 38 N/A 31 95 91
11218
yeoamlog
Slack MCP Server ⚡ Claim
A comprehensive Slack integration server that enables sending messages, managin…
C 64 5⁄5 ◉ ⏳ 72 48 — 18 81 88
11219
2799662352
A professional AI agent system that provides 10+ specialized agents and 25+ MCP…
C 64 5⁄5 ◉ ⏳ 66 31 — 42 81 99
11220
YomenStyle
An MCP server for indexing and querying Unreal Engine C++ codebases using a loc…
C 64 5⁄4 ◉ ⏳ 67 28 N/A 35 95 92
11221
pro-gramming
A Python-based MCP server that provides real-time weather information using the…
C 64 5⁄5 ◉ ⏳ 72 28 — 39 81 100
11222
Ansvar-Systems
romanian-law-mcp ⚡ Claim
Romanian legislation via MCP — full-text search across statutes and provisions
C 64 6⁄6 ◉ ⏳ 90 57 0 71 80 91
11223
lucoo01
Enables local image analysis using Ollama AI models with complete privacy prote…
C 64 5⁄4 ◉ ⏳ 60 33 N/A 40 95 88
11224
zaycruz
Facilitates isolated code execution within Docker containers, enabling secure m…
C 64 5⁄5 ◉ ⏳ 72 33 — 34 81 93
11225
xiaoyuchenhot
Provides calculator tools for mathematical operations, access to TypeScript SDK…
C 64 5⁄5 ◉ ⏳ 54 55 — 25 81 100
11226
mquan
Routine ⚡ Claim 1
An MCP server that allows users to create custom tools on the fly by stitching …
C 64 5⁄5 ◉ ⏳ 61 82 N/A 23 95 46
11227
Yaniddze
Provides comprehensive access to Escape From Tarkov game data including items, …
C 64 5⁄5 ◉ ⏳ 60 87 — 39 81 41
11228
vandamd
Enables users to get real-time UK bus departure information and validate bus st…
C 64 5⁄5 ◉ ⏳ 54 58 — 32 82 92
11229
clarencyu-boop
sentinel ⚡ Claim
Crypto trading backtesting, bot deployment, AI strategy, and account management…
C 64 6⁄6 ◉ ⏳ 88 72 0 62 71 95
11230
aardpro
Enables AI assistants to convert text to high-quality speech audio using MeloTT…
C 64 5⁄4 ◉ ⏳ 80 56 N/A 42 90 41
11231
Abysswalkr
PortHunter MCP ⚡ Claim
Analyzes PCAP/PCAPNG network capture files to detect port scanning techniques (…
C 64 5⁄4 ◉ ⏳ 42 53 N/A 44 95 85
11232
transloadit
node-sdk Claim
Agent-native media processing via Transloadit's 86+ Robots: video encoding (HLS…
C 64 6⁄6 ◉ ⏳ 86 67 0 83 69 85
11233
enkryptai
Integrates AI safety analysis, red-teaming, and prompt auditing directly into M…
C 64 5⁄4 ◉ ⏳ 54 52 N/A 35 87 88
11234
Devang0907
SolanaBot ⚡ Claim
Enables interaction with the Solana blockchain through Claude Desktop, allowing…
C 64 5⁄5 ◉ ⏳ 62 57 — 29 76 88
11235
ubuygold
Jina Free MCP ⚡ Claim
A Managed Component Provider that enables fetching webpage content using Jina A…
C 64 5⁄5 ◉ ⏳ 52 63 — 21 80 100
11236
ArjanLig
Strava Training MCP ⚡ Claim 1
Connect Strava training data to Claude for training load analysis and activity …
C 64 5⁄5 ◉ ⏳ 90 0 N/A 52 81 96
11237
rexposadas
Attendee MCP Server ⚡ Claim 1
A Model Context Protocol server that allows users to create and manage meeting …
C 64 5⁄5 ◉ ⏳ 71 75 — 43 81 40
11238
hfyydd
localplay-mcp ⚡ Claim
control mouse on your local computer
C 64 5⁄4 ◉ ⏳ 42 50 N/A 41 90 100
11239
hsgui
Enables recording, querying, and summarizing daily work entries with tags using…
C 64 5⁄4 ◉ ⏳ 54 58 N/A 22 95 84
11240
1000ri-jp
atsurae ⚡ Claim 1
AI-powered video editing MCP server with 10 tools for timeline editing, 5-layer…
C 64 5⁄5 ◉ ⏳ 90 12 — 46 82 86
11241
jeffkit
Provides tools for AI agents to take timed rest breaks and vent their thoughts …
C 64 5⁄5 ◉ ⏳ 84 95 — 21 81 17
11242
cfdude
mcp-datetimeday ⚡ Claim
A lightweight MCP server providing comprehensive date, time, and day-of-week in…
C 64 5⁄5 ◉ ⏳ 66 33 — 50 84 88
11243
BACH-AI-Tools
An MCP server that provides access to the Midjourney Best Experience API for ge…
C 63 5⁄5 ◉ ⏳ 41 100 — 45 81 43
11244
markmcd
arXiv Search MCP ⚡ Claim
This MCP server enables users to search for scientific papers on arXiv and retr…
C 63 5⁄5 ◉ ⏳ 66 27 — 41 83 96
11245
niyabits
Creates a summary of photos from Apple Photos, generating a personalized year-i…
C 63 5⁄4 ◉ ⏳ 62 21 N/A 47 95 90
11246
rt0120-Ramco
Provides comprehensive utility tools including file operations, weather informa…
C 63 5⁄4 ◉ ⏳ 60 33 N/A 22 95 99
11247
Qihoo360
An implementation of the Model Context Protocol that allows AI models to intera…
C 63 5⁄5 ◉ ⏳ 48 70 — 26 80 84
11248
rooking-oss
Provides Japanese postal code to address lookup functionality that can be integ…
C 63 5⁄5 ◉ ⏳ 54 40 — 39 81 100
11249
GrahamMcBain
MCPizza Claim 2
An MCP server that allows AI assistants to order Domino's Pizza through an unof…
C 63 5⁄5 ◉ ⏳ 71 33 — 26 80 99
11250
Davad122
Enables AI-powered analysis and prediction of household energy consumption thro…
C 63 5⁄5 ◉ ⏳ 72 42 — 23 81 88
Showing 11201–11250 of 69093 servers
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