MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 6 hours, 30 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12701
priyankark
PhonePi MCP Claim
PhonePi MCP enables seamless integration between desktop AI tools and your smar…
C 60 64 90 33 0 39 95 100
12702
TencentEdgeOne
An MCP server that enables AI models to access user geolocation information thr…
C 60 55 55 26 42 81 100
12703
averagejoeslab
PDF Reader MCP Server Claim 1
An MCP server that provides comprehensive PDF processing capabilities including…
C 60 54 47 27 N/A 32 95 99
12704
mrwan84
WinCC Unified MCP XT Claim 1
An MCP server that interfaces with SIEMENS WinCC Unified SCADA systems via Grap…
C 60 55 33 71 24 76 95
12705
alan5543
flight-search-mcp Claim
C 60 54 60 42 N/A 21 95 75
12706
IA-Programming
MCP Image Server Claim 1
A Model Context Protocol server that enables fetching and processing images fro…
C 60 55 51 35 42 82 91
12707
jeweis
A FastMCP-based server that enables executing Microsoft SQL Server data queries…
C 60 55 62 31 45 81 83
12708
Steven-Luo
Enables AI-powered business intelligence and data analysis using pandas and LLM…
C 60 55 56 62 21 81 70
12709
Alvis1337
An MCP server that scrapes elitepvpers.com to provide resources, setup guides, …
C 60 55 57 38 25 81 96
12710
gglessner
Endevor-MCP Claim 1
A Model Context Protocol server providing 43 tools for Broadcom Endevor SCM int…
C 60 55 45 41 43 80 95
12711
Traia-IO
An MCP server that provides access to the Test MCP Feb 5 API, enabling AI agent…
C 60 55 53 45 24 81 90
12712
jdcc
gcal-mcp Claim 1
An MCP server that provides integration with Google Calendar, allowing users to…
C 60 55 51 37 30 82 100
12713
Prajwal-ak-0
YouTube MCP Claim 1
A Model Context Protocol server that analyzes YouTube videos, enabling users to…
C 60 55 45 43 28 81 100
12714
pinion05
Claude Code can't do everything well. This MCP covers Claude Code's weaknesses …
C 60 54 42 50 N/A 20 87 100
12715
Intelligence08
Video Editor MCP Claim
Enables users to upload, search, edit, and generate videos through Video Jungle…
C 60 66 92 62 0 24 81 91
12716
1sustgmboab
NexonCo MCP Claim
An advanced Medical Care Platform server designed for accessing and analyzing c…
C 60 66 76 53 0 63 81 91
12717
hamchowderr
Enables interaction with AITable workspaces through comprehensive API access, s…
C 60 66 78 72 0 43 81 86
12718
tedlikeskix
Alpaca MCP Server Claim 2
A Model Context Protocol server enabling LLMs like Claude to interact with the …
C 60 55 51 37 34 81 96
12719
Roelovanheeren
Enables management of dental appointments through Google Calendar integration. …
C 60 66 92 58 0 22 81 99
12720
OuchiniKaeru
An MCP server that enables text extraction and replacement in Microsoft Word do…
C 60 54 63 35 N/A 27 95 75
12721
samuelbutler
A template for deploying a remote MCP server on Cloudflare Workers without auth…
C 60 55 48 56 21 81 86
12722
gleachkr
Enables LLMs to prove theorems in Lean and formalize mathematical problems usin…
C 60 55 68 28 27 81 91
12723
atarkowska
fastmcp-sqltools Claim 1
A MCP server provides SQL database access with support for PostgreSQL, MySQL, a…
C 60 54 45 31 N/A 50 90 89
12724
mohdhaji87
Provides advanced JWT auditing tools including decoding, vulnerability analysis…
C 60 54 54 30 N/A 22 95 94
12725
jilanisayyad
Kafka MCP Server Claim 2
An MCP server that enables interaction with Kafka clusters to manage topics, mo…
C 60 55 35 67 48 82 72
12726
chenningling
Enables automated interaction with Xiaohongshu (Little Red Book) platform inclu…
C 60 54 60 33 N/A 26 95 82
12727
NNNNzs
A FastMCP-based tool for monitoring server statistics that retrieves CPU, memor…
C 60 55 60 100 22 81 19
12728
AInoob
Enables deployment of MCP servers on Cloudflare Workers with OAuth authenticati…
C 60 55 54 57 26 81 77
12729
simplifier-ag
simplifier-mcp Claim 2
MCP Server for Simplifier - manage Connectors, BusinessObjects, Datatypes and l…
C 60 54 81 40 N/A 62 83 29
12730
CometixAI
A local indexing and retrieval service that enables semantic code search by wra…
C 60 66 86 66 0 32 81 90
12731
deephaven
Deephaven MCP Claim 1
Enables AI assistants to interact with Deephaven real-time data systems, allowi…
C 60 55 56 38 70 78 66
12732
Traia-IO
Enables AI agents and LLMs to interact with the TEST MCP USDT API through stand…
C 60 55 68 41 24 80 76
12733
yamatairiku-dev
A Model Context Protocol (MCP) server that provides a tool for retrieving and m…
C 60 54 54 60 N/A 25 95 56
12734
zad0xlik
Provides access to RateSpot.io mortgage rate APIs, enabling AI assistants to fe…
C 60 55 60 82 42 81 22
12735
dhkts1
Provides tools for structuring complex problems through narrative-based sequent…
C 60 64 78 57 0 39 92 90
12736
SongJiangzhou
Provides professional C++ code style checking, best practices analysis, and mod…
C 60 55 66 12 49 84 93
12737
AiAgency-Now
Best VoiceAI White Label Platform for Agencies with Full MCP Connectivity to An…
C 60 66 78 71 0 32 81 92
12738
thoughtspot
mcp-server Claim 1
MCP Server for ThoughtSpot - provides OAuth authentication and tools for queryi…
C 60 66 77 68 0 40 81 92
12739
aerialcombat
Smithery Scaffold Claim
Provide a scaffold for building MCP servers with tools and resources integratio…
C 60 54 30 52 N/A 19 95 100
12740
kaitoy
Enables searching NASA's image library and navigating results with an interacti…
C 60 55 82 0 54 70 98
12741
Gatescrispy
A comprehensive integration for Google Analytics 4 providing 54 tools for advan…
C 60 55 58 36 41 81 85
12742
mvellayan
Allows control of motorized window blinds through the Bond Bridge API, enabling…
C 60 55 56 47 21 81 91
12743
thuong204
A remote Model Context Protocol server that runs on Cloudflare Workers without …
C 60 55 48 56 21 81 89
12744
JackKuo666
Sci-Hub MCP Server Claim
Enables AI assistants to search for academic papers by DOI, title, or keywords …
C 60 55 64 30 19 81 100
12745
clarsbyte
Enables interaction with Piazza to fetch posts and course information directly …
C 60 55 54 43 22 80 94
12746
ainote-dev
AI Note MCP Server Claim 1
A Model Context Protocol server that connects Claude Desktop to AI Note task ma…
C 60 66 69 66 0 55 81 93
12747
lisy09
Enables text-to-image generation using Zhipu AI's CogView4 model with support f…
C 60 55 72 35 24 81 81
12748
kamath
Local Terminal Claim
Run terminal commands on your machine and get immediate output. Automate system…
C 60 54 42 47 N/A 14 95 99
12749
run-llama
A local MCP server that integrates with Claude Desktop, enabling RAG capabiliti…
C 60 55 48 37 54 81 84
12750
121yaseen
Implements a Model Context Protocol server that connects with Zerodha Kite API,…
C 60 55 54 65 21 81 72
Showing 12701–12750 of 66495 servers
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