MCP Server Quality Scores

Independent quality analysis of 66484 public MCP servers

66484
Discovered
31813
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9201
henrysouchien
Provides tools for interacting with Interactive Brokers Gateway to access marke…
C 67 54 76 36 N/A 33 92 92
9202
NocteDefensor
LudusMCP Server Claim 2
A Model Context Protocol server that enables natural language control of Ludus …
C 67 55 69 43 56 78 91
9203
T-Campbell18
Mixpanel MCP Server Claim 1
An MCP server that provides access to the Mixpanel REST API, enabling AI agents…
C 67 55 45 71 53 76 91
9204
sailaoda
search-fusion-mcp Claim 1
🔍 High-Availability Multi-Engine Search Aggregation MCP Server - Intelligent Fa…
C 67 55 64 46 50 80 93
9205
Buu-AI
Buu AI MCP Server
C 67 55 56 67 44 81 84
9206
kukapay
An MCP server for batch-generating wallets compatible with Ethereum and all EVM…
C 67 55 51 62 45 76 100
9207
CaptainCrouton89
MCP Maker Claim
A specialized server that helps users create new Model Context Protocol (MCP) s…
C 67 55 72 82 N/A 23 95 44
9208
m-umemura-pitdesign
MCP Parking Server Claim 2
A read-only MCP server for querying parking management systems using natural la…
C 67 55 72 62 26 82 81
9209
Dysron
Ableton MCP Claim 1
Enables AI assistants to control Ableton Live through natural language by query…
C 67 54 76 33 N/A 25 92 100
9210
Leee62
PickAPIcon MCP Claim
MCP server that allows FE/UI/Designers to retrieve SVG icons via the Iconify AP…
C 67 55 66 100 40 81 37
9211
falahgs
Enables high-quality 3D-style cartoon image generation using Google Gemini AI a…
C 67 55 72 100 23 81 42
9212
koki-develop
A template repository for creating MCP servers that can be easily containerized…
C 67 54 54 27 N/A 67 95 100
9213
study-flamingo
A comprehensive Model Context Protocol server for managing Dungeons & Dragons c…
C 67 55 54 100 N/A 30 95 42
9214
greenoceanbird
An automated security operations center MCP server that uses LLMs and network a…
C 67 54 68 60 N/A 25 92 78
9215
lyw405
Enables AI-driven frontend component design and code generation from natural la…
C 67 54 90 26 N/A 25 95 87
9216
Solafon
Solafon MCP Claim 1
An MCP server for building AI-powered bots and interacting with Solana wallets …
C 67 55 45 66 53 80 96
9217
anirudhadasgupta
Enables searching and exploring GitHub repositories with tools for cloning repo…
C 67 55 84 38 25 82 96
9218
xiaoyuchenhot
Weather MCP Server Claim
Provides current weather information for any city worldwide using the free Open…
C 67 55 66 56 21 81 100
9219
tuanle96
mcp-odoo Claim 2
Production-grade MCP server for Odoo ERP (16-19) with zero Odoo-side install. 2…
C 67 55 51 62 N/A 67 80 79
9220
sergiuiacob1
A Flask-based reference implementation demonstrating how to build an MCP server…
C 67 54 80 30 N/A 24 94 100
9221
cyclimse
Unofficial MCP Server for Scaleway Serverless Functions
C 67 54 68 63 N/A 69 95 37
9222
Travis-Prall
GovInfo MCP Server Claim 1
A Model Context Protocol server that provides LLM-friendly access to the offici…
C 67 55 57 68 23 81 100
9223
zomma-dev
QuantContext Claim
Turns plain-English strategy descriptions into executable quant research: scree…
C 67 64 90 70 0 56 95 88
9224
ab2005
ElevenLabs MCP Server Claim 1
Enables seamless integration with ElevenLabs Conversational AI to manage agents…
C 67 55 78 40 38 82 92
9225
esshka
OKX MCP Server Claim 1
Provides real-time cryptocurrency price data from OKX exchange through a Model …
C 67 55 78 100 16 81 38
9226
marcciosilva
Turns Confluence documentation into an AI-powered knowledge base, enabling natu…
C 67 54 72 42 N/A 21 95 95
9227
chenqi146
Torna MCP Server Claim
Bridges Torna API documentation system with AI assistants, enabling natural lan…
C 67 55 72 43 42 78 99
9228
edgardamasceno-dev
Extracts structured dictionary data from the Longman Dictionary of Contemporary…
C 67 55 78 91 27 81 40
9229
Mvp2o-ai
MCP IDE Bridge Claim
Enables client-to-client communication between IDEs and development tools, allo…
C 67 55 78 41 50 81 82
9230
sebotic
cdk_pywrapper Claim
A Python wrapper for the Chemistry Development Kit (CDK)
C 67 54 84 26 N/A 40 87 93
9231
tonypan2
An MCP server that enables AI agents like Claude to play Minesweeper through na…
C 67 55 71 82 N/A 27 95 43
9232
evgenygurin
R2R FastMCP Server Claim
Integrates R2R (Retrieval-Augmented Generation) with Claude Desktop, enabling s…
C 67 55 84 46 27 77 88
9233
chongdashu
unreal-mcp Claim
Enable AI assistant clients like Cursor, Windsurf and Claude Desktop to control…
C 67 54 78 43 N/A 22 92 87 C
9234
BlackSnufkin
LitterBox Claim
A self-hosted sandbox for red teams to test payloads against modern detection b…
C 67 54 72 32 N/A 55 89 87 YA
9235
asoluka
Enables intelligent ingestion and querying of PDF, Markdown, and text files usi…
C 67 55 54 100 N/A 27 95 45
9236
kcofoni
pmwiki-mcp Claim 1
MCP server for searching and reading PmWiki pages with text queries and group f…
C 67 54 71 31 N/A 50 83 100
9237
okybaguslukmana
Superset MCP Server Claim 1
An MCP server for Apache Superset that enables AI models to manage dashboards, …
C 67 55 73 36 51 76 98
9238
srikanth-paladugula
A Model Context Protocol server that enables Claude Desktop to interact with Mi…
C 67 55 47 67 49 80 91
9239
Danielpeter-99
calcom-mcp Claim 1
MCP server for Calcom. Manage event types, create bookings, and access Cal.com …
C 67 54 61 43 N/A 39 95 96
9240
CesarRL23
Enables CRUD operations on student records via REST API and MCP interface, with…
C 67 44 44 N/A N/A 29 95 98
9241
qso-graph
qrz-mcp Claim
MCP server for QRZ.com — callsign lookups, DXCC entity resolution, and logbook …
C 67 54 66 43 38 94 91
9242
neal3000
MCP Media Server Claim
Enables browsing and playing media files from a local Movies directory through …
C 67 54 78 36 N/A 25 95 92
9243
ran-ai-agency
Enables interaction with Google NotebookLM through natural language to create a…
C 67 54 60 36 N/A 50 92 99
9244
vlttnv
Kubernetes Monitor Claim
A read-only MCP server for Kubernetes that allows querying cluster information …
C 67 55 82 26 41 81 99
9245
Dwhyte
An MCP server that provides tools to query and interact with MongoDB user colle…
C 67 54 63 52 N/A 21 95 93
9246
ying-dao
A Model Context Protocol server that enables AI platforms to invoke RPA (Roboti…
C 67 55 51 68 59 81 80
9247
standardbeagle
A high-performance server that provides clipboard access for AI assistants, spe…
C 67 54 70 33 N/A 49 92 91
9248
tech-ibaad
E2B Remote Server Claim
Manage sandboxes, run commands, host websites, and read or write files remotely…
C 67 54 40 60 N/A 41 95 99
9249
zayedansari2
Weather Server Claim
Provides access to weather alerts and forecasts for US locations using the Nati…
C 67 55 68 38 44 84 99
9250
getAlby
mcp Claim
Connect any bitcoin lightning wallet to your agent to send and receive instant …
C 67 66 88 66 0 79 80 95
Showing 9201–9250 of 66484 servers
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