MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11001
SaintDoresh
An MCP tool that provides real-time weather data, forecasts, and historical wea…
C 64 55 66 36 34 82 99
11002
japisuru
An MCP-compatible server that enables LLM agents to interact with Aucterra's do…
C 64 55 54 60 41 81 83
11003
EricGrill
MCP Bitcoin CLI Claim 2
Enables interaction with Bitcoin's blockchain through Claude to embed and read …
C 64 55 68 46 29 80 90
11004
atishayjn
Provides comprehensive financial data from Yahoo Finance, enabling retrieval of…
C 64 55 60 40 42 82 94
11005
jon-fox
Agentic-Investor Claim
Provides comprehensive financial analysis and real-time market data including s…
C 64 55 68 63 48 81 55
11006
StevenWangler
MCP Memory Server Claim 1
A Model Context Protocol server that provides knowledge graph-based persistent …
C 64 55 63 82 46 81 40
11007
pro-gramming
A Python-based MCP server that provides real-time weather information using the…
C 64 55 72 28 39 81 100
11008
code-wgl
Production-ready MCP server that integrates OpenAI API with extensible tool sup…
C 64 55 66 82 26 81 51
11009
1ch1n
Enables semantic search across your local AI conversation history (ChatGPT, Cla…
C 64 55 64 26 57 82 93
11010
melvi24
Enables AI clients like Cursor and Claude Desktop to interact with the MelviCha…
C 64 54 66 41 N/A 22 87 97
11011
Traia-IO
Enables AI agents and LLMs to interact with the ICON MCP v104 API through stand…
C 64 55 68 43 24 80 100
11012
hung-ngm
coles-woolworths Claim
Exposes api data
C 64 55 48 55 46 81 91
11013
gwbischof
outsource-mcp Claim
Give your AI assistant its own AI assistants. For example: "Could you ask opena…
C 64 55 68 30 43 80 100
11014
elieworkspace
Enables interaction with Rocket.Chat instances through MCP protocol. Allows use…
C 64 54 54 43 N/A 22 95 99
11015
RapidoCloud
MCP Force Claim
Enables AI agents to interact with Salesforce organizations through natural lan…
C 64 55 96 53 49 81 27
11016
Epiphany-0312
Genanki MCP Server Claim
Enables automated generation of Anki flashcard decks with rich CSS templates an…
C 64 55 66 73 25 81 63
11017
ysm1026
Cinema Scheduler Claim 1
An MCP server that scrapes movie theater schedules from eiga.com to provide mov…
C 64 54 69 43 N/A 35 95 68
11018
kukapay
wallet-inspector-mcp Claim 1
An MCP server that empowers AI agents to inspect any wallet’s balance and oncha…
C 64 55 57 48 39 81 95
11019
imprvhub
A Model Context Protocol (MCP) server that enables Claude Desktop to check doma…
C 64 55 60 38 63 80 81
11020
avaxia8
Enables extraction of text, tables, and structured data from PDFs, images, and …
C 64 55 78 46 22 81 83
11021
j0hanz
cortex-mcp Claim
Enables multi-level reasoning with configurable depth levels, session-based sta…
C 64 64 90 58 0 60 94 80
11022
szabadkai
Enables AI assistants to generate high-quality images using OpenAI's DALL-E 3 m…
C 64 55 78 83 23 81 37
11023
czangyeob
MCP PII Tools Claim
Enables high-precision detection, anonymization, encryption and decryption of p…
C 64 55 80 43 22 81 82
11024
dragon1086
kospi-kosdaq Claim 2
An MCP server that provides KOSPI/KOSDAQ stock data using FastMCP.
C 64 55 51 46 52 80 94
11025
RoeeJ
SEQ MCP Server Claim
Enables LLMs to query and analyze logs from SEQ structured logging server with …
C 64 66 84 72 0 51 81 95
11026
Nielsen642
Provides real-time and historical cryptocurrency market data using ccxt, enabli…
C 64 55 80 32 25 81 92
11027
nhannpl
Provides access to real-time Winnipeg Transit data and 311 City Services, enabl…
C 64 55 64 41 48 81 85
11028
yangkyeongmo
Enables integration with OpenMetadata by wrapping its REST API for standardized…
C 64 55 60 35 63 78 90
11029
prncsclo-create
MCP on Vercel Claim 1
A deployment template for running Model Context Protocol servers as Vercel Func…
C 64 66 84 75 0 48 74 100
11030
devhub
devhub-cms Claim
DevHub CMS LLM integration through the Model Context Protocol
C 64 55 72 27 42 83 95
11031
2799662352
A professional AI agent system that provides 10+ specialized agents and 25+ MCP…
C 64 55 66 31 42 81 99
11032
rezashahnazar
Enables intelligent product discovery on Digikala (Iran's largest e-commerce pl…
C 64 55 60 56 27 81 92
11033
kukapay
whereami-mcp Claim
A lightweight mcp server that tells you exactly where you are.
C 64 55 66 33 38 83 100
11034
crazyrabbitLTC
An MCP server that implements a structured workflow for LLM-based coding, guidi…
C 64 55 77 82 33 81 32
11035
CH-122
MCP Server Demo Claim
A monorepo containing three Model Context Protocol (MCP) servers that enable na…
C 64 55 66 61 23 81 81
11036
joesaby
doctree-mcp Claim
BM25 search + tree navigation over markdown docs for AI agents. No embeddings, …
C 64 54 60 18 N/A 66 95 90
11037
serima
Enables searching and retrieving articles from Hatena Blog through Claude Deskt…
C 64 55 72 35 25 81 100
11038
Kalypsokichu-code
Enables AI-powered generation of styled QR codes with 10 design presets, suppor…
C 64 66 84 71 0 45 81 100
11039
codyde
MCP File Server Claim 1
Enables AI models to perform file system operations (reading, creating, and lis…
C 64 54 54 58 N/A 20 95 86
11040
cnYui
Provides secure file system operations for AI assistants including directory li…
C 64 55 72 91 N/A 21 95 21
11041
hfyydd
localplay-mcp Claim
control mouse on your local computer
C 64 54 42 50 N/A 41 90 100
11042
3rzy
Make MCP Server Claim 1
An integration server that allows Claude Desktop to communicate with Make (form…
C 64 54 66 43 N/A 18 91 93
11043
llxxbb
MCP-Prototype Claim
Enables AI to create interactive HTML-based software prototypes with navigation…
C 64 54 74 26 N/A 37 95 80
11044
gcorroto
Planka MCP Server Claim 1
A Model Context Protocol server that enables AI assistants like Claude to inter…
C 64 55 57 100 26 81 40
11045
tolgayayci
stellarpilot Claim 3
MCP server that translates natural language requests into Stellar blockchain CL…
C 64 55 62 100 N/A 21 87 33
11046
kbcrumbs
mcp Claim
Live threat intel for Claude — CVE, KEV predictions, IP lookup, malware hashes.…
C 64 54 60 37 N/A 27 92 100
11047
ADEOSec
A Model Context Protocol server that provides access to Shodan and VirusTotal A…
C 64 55 73 35 27 80 97
11048
arch3rPro
MCP-PST-Server Claim
Enables AI-assisted penetration testing by connecting MCP clients to a Windows …
C 64 55 84 28 43 78 79
11049
Gorvey
A Model Context Protocol server that allows AI development tools like Cursor an…
C 64 55 47 68 50 80 76
11050
antonpk1
A Model Context Protocol server built with Express.js that provides cryptograph…
C 64 55 63 47 34 76 98
Showing 11001–11050 of 66495 servers
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