MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29805
Scored
2112
Verified
16953
Complete

Last updated 39 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11551
SkanderBS2024
Zoho CRM MCP Server Claim 1
A Model Context Protocol server that integrates AI assistants with Zoho CRM, en…
C 63 54 45 43 N/A 41 90 99
11552
dr12hes
engrm Claim
Shared memory across devices, sessions, and agents for OpenClaw, Claude Code, a…
C 63 55 90 0 N/A 50 81 94
11553
PedroGuilhermeSilv
Connects AI agents to the Shopee platform for real-time product searches and ca…
C 63 55 54 55 32 80 91
11554
Ansvar-Systems
Bangladeshi legislation via MCP — full-text search across statutes and provisio…
C 63 64 90 43 0 66 95 91
11555
kukapay
hyperliquid-info-mcp Claim 1
An MCP server that provides real-time data and insights from the Hyperliquid pe…
C 63 55 51 45 42 82 94
11556
razvan1326
Provides AI tutoring capabilities for Romanian police academy entrance exam pre…
C 63 66 96 68 0 37 81 88
11557
Traia-IO
Provides Model Context Protocol access to the ICON MCP v101 API with support fo…
C 63 55 68 46 24 80 91
11558
IAcomunIA
CoinGecko MCP Server Claim 1
A Model Context Protocol server that connects Gemini CLI with CoinGecko's API, …
C 63 55 41 82 22 81 83
11559
janwilmake
With-MCP Claim
Middleware that converts a serverless handler with OpenAPI spec into an MCP end…
C 63 54 82 42 N/A 48 95 39
11560
masna-ai
A server that enables AI models to interact with Confluence Data Center through…
C 63 55 72 41 23 76 93
11561
slyfox1186
A Model Context Protocol server that provides unified access to 400+ AI models …
C 63 55 55 41 44 81 96
11562
jesse-merhi
An MCP server that provides comprehensive multimodal Retrieval-Augmented Genera…
C 63 54 57 30 N/A 41 95 90
11563
ArjunKrish7356
Math MCP Server Claim
Enables mathematical calculations through basic arithmetic operations including…
C 63 54 60 30 N/A 27 95 99
11564
MarvelEyiosa
Enables AI systems to remember interactions, understand document context throug…
C 63 55 72 56 19 81 72
11565
fred-drake
Gmail MCP Server Claim
Provides access to Gmail functionalities including listing unread emails, searc…
C 63 55 60 43 27 81 99
11566
pipeworx-io
dns Claim
DNS MCP — DNS and network lookup tools
C 63 55 90 0 47 81 97
11567
ZiQiangWang
mcp-weather Claim
get weather
C 63 54 36 61 N/A 19 94 100
11568
devkotab
A deployable MCP server on Cloudflare Workers that provides tools without requi…
C 63 55 48 67 26 84 84
11569
kaypon
MCP Tooling Lab Claim 1
A Node.js-based MCP server that enables AI agents to generate embeddings, index…
C 63 55 48 56 27 82 100
11570
seovimalraj
Enables interaction with Google Ads through secure OAuth authentication to disc…
C 63 66 94 63 0 47 81 91
11571
brienhackney
Enables AI agents to create and manage Kibana dashboards, Lens visualizations, …
C 63 66 78 46 47 25 78 93
11572
rileylemm
Enables querying a hybrid system that combines Neo4j graph database and Qdrant …
C 63 55 66 35 41 81 90
11573
IoanaCristescu15
Enables Claude and other MCP clients to access and process arXiv papers by fetc…
C 63 55 72 25 44 81 94
11574
MorvanZhou
A server that integrates the MCP library with OpenAI's API, allowing users to i…
C 63 54 74 25 N/A 36 87 90
11575
ZhipingYang
FFS MCP Server Claim 1
An MCP server for managing RingCentral's Feature Flag Service (FFS) that enable…
C 63 55 45 58 27 81 100
11576
kevyder
banrepco Claim
A template for deploying MCP servers on Cloudflare Workers without authenticati…
C 63 55 62 47 47 81 76
11577
guhank
Provides AI agents access to over 200 AI models and 10 service categories via a…
C 63 55 88 10 32 80 97
11578
ai-zerolab
MCP Toolbox Claim
A comprehensive toolkit that enhances LLM capabilities through the Model Contex…
C 63 66 84 58 0 73 76 94
11579
HermanErKu
Enables users to view and create events in their iCloud Calendar using natural …
C 63 55 68 40 21 81 95
11580
netixc
Reddit MCP Server Claim
Enables interaction with Reddit through the Reddit API, allowing users to searc…
C 63 55 68 41 23 78 98
11581
ryoooo
NijiVoice-MCP Claim 2
An MCP server that enables LLMs to access the NijiVoice API for text-to-speech …
C 63 55 45 71 41 81 75
11582
ilyoungkim
A minimal FastAPI implementation that mimics Model Context Protocol functionali…
C 63 55 60 58 18 81 88
11583
Tushar-Shrivastava
MCP Log Analyzer Claim
An AI-powered server that analyzes system log files to identify errors/warnings…
C 63 55 82 27 39 81 79
11584
PetrefiedThunder
mcp-fred Claim 1
An MCP server that wraps the Federal Reserve Economic Data (FRED) API, providin…
C 63 55 45 63 37 82 89
11585
bornpresident
MISP-MCP-SERVER Claim
MISP-MCP-SERVER
C 63 55 78 43 12 81 90
11586
WGalyean50
Enables AI-powered analysis of sales call transcripts through natural language …
C 63 54 66 27 N/A 26 95 94
11587
ugundhar
A sample implementation of Model Context Protocol server demonstrating core fun…
C 63 54 66 30 N/A 26 90 100
11588
NeoXider
Web Search Neo Claim
Enables fetching and extracting text from URLs, searching the web via DuckDuckG…
C 63 55 70 41 22 80 93
11589
GrahamMcBain
MCPizza Claim 2
An MCP server that allows AI assistants to order Domino's Pizza through an unof…
C 63 55 71 33 26 80 99
11590
cheongqinxue
Enables safe Python code execution in isolated Docker containers through the Ag…
C 63 55 60 52 24 81 93
11591
neerajnayan
A template for deploying remote MCP servers to Cloudflare Workers without authe…
C 63 55 48 67 29 83 83
11592
whiskyCavalier
A template for deploying MCP servers on Cloudflare Workers without authenticati…
C 63 55 48 70 24 81 85
11593
quang-pham-dev
MCP Server Claim
A modern AI service proxy that enables interaction with multiple AI providers (…
C 63 55 48 60 32 81 92
11594
Polloinfilzato
DM20 Protocol Claim
A comprehensive MCP server for managing AI-assisted Dungeons & Dragons campaign…
C 63 66 94 56 0 48 82 94
11595
freshmurry
A template for deploying MCP servers to Cloudflare Workers without authenticati…
C 63 55 48 70 27 81 83
11596
nothintoulouse
A template for deploying authentication-free MCP servers on Cloudflare Workers …
C 63 55 48 70 27 84 80
11597
debanshd
Enables web search capabilities through the Tavily API via the Model Context Pr…
C 63 55 60 51 24 81 93
11598
TakanariShimbo
Rosbridge MCP Server Claim 1
A Model Context Protocol server that provides tools to publish messages to ROS …
C 63 55 55 56 25 81 90
11599
meaigood001
Enables Google search functionality through the Google Custom Search API with e…
C 63 55 60 42 37 81 91
11600
maci0
A server that wraps the Wine Debugger (winedbg) and exposes its functionality t…
C 63 54 66 15 N/A 36 95 100
Showing 11551–11600 of 57160 servers
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