MCP Server Quality Scores

Independent quality analysis of 33379 public MCP servers

33379
Discovered
25250
Scored
1416
Verified
16957
Complete

Last updated 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14101
agusain2001
Enables AI-powered generation of educational content including multiple-choice …
D 54 55 54 26 16 82 89
14102
vesivanov
A Model Context Protocol server that provides unified access to Google Analytic…
D 54 66 71 56 0 16 81 93
14103
Atennebris
GMS2 MCP Server Claim 2
An MCP server that parses GameMaker Studio 2 projects, providing developers and…
D 54 54 47 60 N/A 15 90 49
14104
STUzhy
Run Python code in a secure sandbox without local setup. Declare inline depende…
D 54 66 66 61 0 26 80 86
14105
mapbox
mcp-server Claim
Geospatial intelligence with Mapbox APIs like geocoding, POI search, directions…
D 54 66 86 10 0 88 73 83
14106
amansingh0311
This server enables semantic search capabilities using Qdrant vector database a…
D 54 55 48 25 17 80 95
14107
vnikhilbuddhavarapu
Enables interaction with Mattermost workspaces to manage channels, messages, th…
D 54 55 60 0 30 81 99
14108
jaducku
MCP Mempool Claim 3
An MCP server that provides AI agents with real-time and historical Bitcoin net…
D 54 55 65 58 25 80 28
14109
Sara3
An MCP server that connects to the Tesla Fleet API, allowing users to control v…
D 54 66 69 30 0 54 81 97
14110
Sukruthr
Weather MCP Server Claim
Provides real-time weather information for any location worldwide using the wtt…
D 54 55 48 20 27 81 96
14111
AkhrHysd
A Model Context Protocol server that interfaces with PokeAPI to provide Pokémon…
D 54 55 39 52 21 81 70
14112
arikusi
deepseek Claim 1
MCP server for DeepSeek AI with chat, reasoning, sessions, function calling, an…
D 54 66 81 10 0 84 72 92
14113
Javoo-bot
A server that enables LLMs to detect anomalies in sensor data by providing tool…
D 54 55 46 27 16 78 100
14114
xspadex
bilibili-mcp Claim
A FastMCP-based tool that fetches Bilibili's trending videos and exposes them v…
D 54 54 42 25 N/A 24 92 88
14115
ca-risken
risken Claim
RISKEN's official MCP Server
D 54 55 62 42 52 85 26
14116
renoscriptdev
A Model Context Protocol server that enables Claude to perform Google Custom Se…
D 54 55 41 30 22 80 94
14117
arjunkmrm
arjunkmrm-time Claim
Get the current time anywhere and access concise timezone information. Set your…
D 54 66 50 67 0 24 81 100
14118
Kulraj69
Provides job search capabilities including analyzing job descriptions, fetching…
D 54 66 54 72 0 39 81 80
14119
monotime
Enables retrieval and analysis of graph data from the Pythagraph RED API. Provi…
D 54 66 66 60 0 21 81 91
14120
rajeevchandra
A FastMCP server that enables natural language querying of PostgreSQL databases…
D 54 55 54 26 16 81 89
14121
DynamicEndpoints
Create and manage AI agents that collaborate and solve problems through natural…
D 54 66 84 28 0 43 81 85
14122
Drakoxw
MCP Server Demo Claim 1
A Model Context Protocol server implementation that can be run directly or thro…
D 54 54 27 40 N/A 21 95 88
14123
ojhaayush03
KafkaIQ Claim
Enables AI assistants to manage and monitor Apache Kafka clusters through natur…
D 54 55 54 21 22 81 89
14124
market-dot-dev
Integrates with the Market.dev API to search for open source experts and projec…
D 54 66 60 63 0 24 81 94
14125
rohanpatriot
An MCP server that converts Cursor agent plans into structured markdown task li…
D 54 54 39 22 N/A 39 90 86
14126
obinopaul
Soccer MCP Server Claim
Provides programmatic access to comprehensive football statistics and live matc…
D 54 66 54 70 0 16 82 99
14127
AgentHotspot
AgentHotspot Claim
Search thousands of MCP connectors from the AgentHotspot marketplace via your A…
D 54 66 64 33 0 56 83 98
14128
mailpace
An MCP server implementation that allows sending emails over MailPace's fast tr…
D 54 66 51 71 0 45 78 82
14129
xiaobenyang-com
IP-Search Claim
Relying on a global honeypot network and an IP intelligence analysis platform b…
D 54 64 72 68 0 45 95 39
14130
Jehan26
GitHub MCP Server Claim 1
A Model Context Protocol server that enables AI assistants like Claude to inter…
D 54 55 33 30 28 80 100
14131
kazuph
MCP-Devin Claim
A TypeScript MCP server that integrates Devin AI with Slack, allowing users to …
D 54 66 78 47 0 22 81 88
14132
kareemaly
MD-PDF MCP Server Claim 1
An MCP server that enables bidirectional conversion between Markdown and PDF fo…
D 54 54 33 36 N/A 23 90 90
14133
PostcardBot
mcp-server Claim
Send real physical postcards worldwide via AI agents. Bulk send up to 500 recip…
D 54 66 84 10 0 63 81 93
14134
ELISHA1994
An MCP server that exposes SQLite database operations as tools, enabling natura…
D 54 55 57 27 16 81 83
14135
hamchowderr
A template for deploying MCP servers on Vercel with example tools for rolling d…
D 54 66 54 53 0 42 81 98
14136
GHjiejie
My MCP Server Claim
A comprehensive MCP server providing arithmetic tools, dynamic file resources f…
D 54 55 60 50 N/A 31 87 33
14137
tronrentalcom
tronrental Claim
Buy TRON energy to reduce USDT transfer fees by 80%. Full API for AI agents.
D 54 64 72 42 0 30 83 95
14138
TanayPhatak
A Model Context Protocol server that provides stock technical analysis tools (m…
D 54 55 39 33 23 81 92
14139
gghammer
MCP J-Link Server Claim 1
Enables AI to directly control SEGGER J-Link embedded debug probes via the Mode…
D 54 54 48 38 N/A 27 92 61
14140
sitebay
SiteBay MCP Server Claim
Enables management of WordPress sites hosted on SiteBay platform through natura…
D 54 66 88 10 0 52 81 98
14141
whale-professor
MCP server for 3D AI Studio — generate 3D models from text or images using Huny…
D 54 66 59 67 0 41 67 95
14142
mind-protocol
A template for deploying MCP servers on Vercel with serverless functions. Inclu…
D 54 66 54 53 0 42 81 98
14143
AnByoungHyun
Google Calendar MCP Claim 1
A server that enables Cursor users to view, create, and manage Google Calendar …
D 54 55 66 35 29 82 51
14144
shadowfax92
MCP Apple Reminders Claim 2
A Model Context Protocol server that enables AI assistants to interact with App…
D 54 55 39 82 N/A 20 95 21
14145
gooboot
MCP-BOS Claim
A modular, extensible Model Context Protocol server framework designed for Clau…
D 54 55 60 26 20 81 77
14146
cwilby
SQL Server MCP Claim 1
A Model Context Protocol server that enables AI assistants (Cursor, Windsurf, C…
D 54 66 53 56 0 46 81 96
14147
Sim-xia
blind-auditor Claim
A zero-cost MCP server that forces AI to self-correct generation messages using…
D 54 64 66 26 0 49 95 92
14148
SmartBear
SmartBear MCP Claim 3
MCP server for AI access to SmartBear tools, including BugSnag, Reflect, API Hu…
D 54 64 77 32 0 83 63 78
14149
charris-msft
Enables querying Azure retail pricing information, comparing costs across regio…
D 54 66 90 33 0 21 80 90
14150
charl-kruger
Cloudflare Worker that deploys an MCP server providing a single tool to return …
D 54 55 72 32 19 81 53
Showing 14101–14150 of 33379 servers
« Prev 1 281 282 283 284 285 668 Next »