MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9301
vhspace
IPA MCP Server Claim
Enables management of FreeIPA resources including user groups, host groups, HBA…
C 67 55 76 41 34 80 100
9302
VladyslavMykhailyshyn
Provides AI models with access to Ukrainian government procurement data from Pr…
C 67 55 66 62 24 81 92
9303
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
9304
crunchloop
MCP Devcontainers Claim 1
An MCP server that enables interaction with development containers through the …
C 67 55 47 82 N/A 64 95 44
9305
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
9306
Paddione
Enables document search and retrieval using TF-IDF vector similarity across HTM…
C 67 54 74 52 N/A 16 90 93
9307
zomma-dev
QuantContext Claim
Turns plain-English strategy descriptions into executable quant research: scree…
C 67 64 90 70 0 56 95 88
9308
sergiuiacob1
A Flask-based reference implementation demonstrating how to build an MCP server…
C 67 54 80 30 N/A 24 94 100
9309
SeoNaRu
Enables AI agents to query Korean listed companies' financial statements, publi…
C 67 55 72 71 22 80 76
9310
sctg-development
Assists in migrating HeroUI v2 and NextUI projects to HeroUI v3 beta through au…
C 67 54 68 31 N/A 53 92 92
9311
gamittal-ak
Akamai Traffic MCP Claim 1
Exposes the Akamai Reporting API v2 to enable traffic analysis, cache offload m…
C 67 55 60 71 25 82 89
9312
SmartManoj
Telegram Bot MCP Claim
Enables AI assistants to send messages and interact with Telegram chats through…
C 67 55 54 71 26 81 98
9313
0xKoda
WireMCP Claim 1
A Model Context Protocol server that provides LLMs with real-time network traff…
C 67 54 51 60 N/A 48 84 92
9314
kongyo2
An MCP server for searching and exploring MCP servers from the Glama MCP direct…
C 67 55 51 61 43 84 94
9315
goodfel10w
MCP Server für automatische Generierung professioneller Willkommenstexte für ne…
C 67 55 66 82 N/A 53 83 46
9316
patchadams79
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 67 54 66 73 N/A 27 95 59
9317
frontalinilucas
juba-mcp Claim 1
An MCP server for searching the Jurisprudencia de Buenos Aires (JUBA) database …
C 67 55 49 82 30 81 86
9318
chenqi146
Torna MCP Server Claim
Bridges Torna API documentation system with AI assistants, enabling natural lan…
C 67 55 72 43 42 78 99
9319
kerlos
A template for building Model Context Protocol servers using Elysia and Bun run…
C 67 55 66 55 39 83 85
9320
FaceDeer
Calibre MCP Server Claim
Connects AI agents to Calibre ebook libraries for searching, reading, and manag…
C 67 54 72 30 N/A 47 90 92
9321
ccw33
Enables multimodal AI capabilities through GLM-4.5V API for image processing, v…
C 67 55 66 100 43 81 33
9322
AK1979
ABAP MCP Claim 1
An AI-powered server that provides comprehensive coding assistance for SAP ABAP…
C 67 54 78 75 N/A 27 90 50
9323
mnhlt
WebSearch Claim 1
Enable your AI assistants to perform real-time web searches and retrieve the la…
C 67 55 55 62 N/A 45 81 91
9324
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
9325
rohinigaonkar
Implements a math agent using Model Control Protocol that performs mathematical…
C 67 54 86 31 N/A 16 95 93
9326
ddltn
Raindrop MCP Server Claim 1
An MCP server that allows Claude Desktop to access and manage Raindrop.io bookm…
C 67 55 67 43 43 80 99
9327
adhikasp
mcp-reddit Claim
A Model Context Protocol (MCP) server that provides tools for fetching and anal…
C 67 54 66 32 N/A 49 95 94
9328
mimersql
mimer-mcp Claim 2
Enables Mimer SQL database connectivity for browsing schemas, executing read-on…
C 67 54 69 37 65 70 98
9329
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
9330
witqq
Enables pattern-based file editing operations using copy/paste functionality wi…
C 67 55 90 53 N/A 44 95 42
9331
Sunwood-ai-labs
SourceSage MCP Claim 2
A TypeScript-based server that visualizes project directory structures in Markd…
C 67 55 72 100 N/A 43 87 16
9332
jack-beanstalk-2022
A remote MCP server built with Node.js and TypeScript that enables tool calls a…
C 67 55 78 37 30 84 100
9333
LazerThings
An MCP server that leverages multiple Claude instances to provide enhanced resp…
C 67 55 75 52 23 81 92
9334
lucasmontano
MCP Montano Server Claim
A TypeScript-based server project that can be integrated with Cursor IDE as an …
C 67 54 62 52 N/A 34 94 89
9335
Cam10001110101
Processes emails from Outlook with date filtering, storing them in SQLite datab…
C 67 54 60 58 N/A 28 95 88
9336
yop-platform
yeepay-mcp Claim 1
The Yeepay MCP service provides integration with Yeepay services via the Model …
C 67 55 72 100 45 71 32
9337
spranjal3301
BlenderMCP Claim
Connects Claude AI to Blender through the Model Context Protocol, enabling AI-a…
C 67 54 66 33 N/A 44 95 96
9338
feuerdev
keep-mcp Claim
Read, create, update and delete Google Keep notes.
C 67 55 62 41 69 76 95
9339
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
9340
sam2332
SQLite MCP Server Claim 2
A Model Context Protocol server that enables AI assistants to interact with SQL…
C 67 55 63 61 29 76 100
9341
hemenge133
Screen View MCP Claim
Enables AI assistants to capture and analyze screenshots using Claude Vision AP…
C 67 55 76 68 28 82 69
9342
acenaga
Connects Claude Desktop to the Open-Meteo API to retrieve real-time weather dat…
C 67 54 60 50 N/A 29 92 97
9343
anthonychu
Weather MCP Server Claim 1
Provides weather information tools including alerts for US states and forecasts…
C 67 55 60 62 25 83 100
9344
gentiku
Enables control of Spotify playback, music search, and playlist management thro…
C 67 55 78 46 24 81 94
9345
aptro
Integrates Zerodha's trading platform with Claude AI using the Multi-Cloud Plug…
C 67 54 70 41 N/A 43 87 92
9346
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
9347
luizzzvictor
mcp-comexstat
C 67 55 78 82 45 81 34
9348
thunderboltsid
mcp-nutanix Claim
Go-based MCP Server for interfacing with Nutanix Prism Central resources.
C 67 55 68 37 51 80 100
9349
cubedevinc
Cube MCP Server Claim 1
Enables users to interact with Cube's AI agent for real-time analytics and data…
C 67 55 72 83 33 82 50
9350
sseaan
amap-mcp-server Claim
C 67 54 62 43 N/A 52 89 91
Showing 9301–9350 of 67197 servers
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