MCP Server Quality Scores

Independent quality analysis of 47923 public MCP servers

47923
Discovered
29615
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8801
Antonytm
mcp-all Claim 1
A Model Context Protocol server to run other MCP servers
C 68 54 39 67 N/A 45 95 94
8802
VectorInstitute
MCP Goodnews Claim 1
A Model Context Protocol server that fetches and ranks positive news articles f…
C 68 55 51 57 70 81 89
8803
LinkupPlatform
mcp-search-linkup Claim
Give Claude access to real-time knowledge and premium content. Get rid of Claud…
C 68 55 80 22 68 81 91
8804
SidneyBissoli
cid10-br-mcp Claim 2
MCP Server for Brazilian ICD-10 (DATASUS) - International Classification of Dis…
C 68 54 47 61 N/A 47 94 93
8805
Abeautifulsnow
A Model Context Protocol (MCP) server that provides read-only TDengine database…
C 68 55 68 36 62 81 97
8806
dryeab
mcp-telegram Claim 2
MCP Server for Telegram
C 68 55 77 40 N/A 54 80 89
8807
xhuaustc
Jenkins MCP Tool Claim
A multi-Jenkins server management and automation tool that enables intelligent …
C 68 55 88 43 18 80 98
8808
MR901
mcp-plots Claim 1
MCP server for data visualization with Mermaid charts.
C 68 54 69 38 N/A 55 95 84
8809
Blvckjs96
MemoVault Claim
A personal memory system that provides AI assistants with long-term memory capa…
C 68 55 60 55 51 82 92
8810
kukapay
crypto-funds-mcp Claim
Providing AI agents with structured, real-time data on cryptocurrency investmen…
C 68 55 72 41 43 82 98
8811
rayenamer
MCP Chat Claim
A command-line interface application that enables interactive chat with AI mode…
C 68 54 66 50 N/A 21 95 100
8812
dmaznest
BrowserCat MCP Server Claim 1
Provides cloud-based browser automation capabilities that allow LLMs to interac…
C 68 55 72 66 20 71 100
8813
rugvedp
Twitter Marketing MCP
C 68 55 66 62 34 81 90
8814
nomura565
Enables comprehensive office seat reservation management including viewing avai…
C 68 55 72 55 21 81 100
8815
lokendra005
A bridge allowing AI/LLMs to seamlessly interact with external APIs for weather…
C 68 55 72 57 21 80 99
8816
mylxsw
Enables text-to-speech conversion using Minimax AI's voice synthesis API with a…
C 68 55 76 46 39 80 91
8817
sienyaa
MCP SubMatcher Claim 2
An MCP server that automatically renames local subtitle files to match correspo…
C 68 54 65 53 N/A 47 87 85
8818
arrow2nd
tako-mcp Claim 1
An MCP server for the Octopus Energy Japan GraphQL API that allows users to ret…
C 68 55 65 62 34 76 100
8819
Gelberm
Provides tools to interact with the Chess.com Public API for fetching real-time…
C 68 55 54 82 27 81 88
8820
SeoNaRu
Enables real-time search and analysis of Korean laws, legal precedents, and adm…
C 68 55 72 71 28 81 78
8821
mickm3n
A Model Context Protocol server that enables Claude Desktop to read from and wr…
C 68 55 39 82 N/A 23 95 93
8822
avivshafir
atdata-email-verification-mcp-server
C 68 55 68 43 47 81 100
8823
templetwo
The Sovereign Stack: MCP server binding local AI capabilities with governance p…
C 68 54 72 30 N/A 60 95 85
8824
haroldadmin
fastify-mcp Claim
A Fastify plugin to run Model Context Protocol (MCP) servers
C 68 54 66 41 N/A 75 94 70
8825
aoki-collabo
A lightweight MCP server built with Hono and Cloudflare Workers that provides a…
C 68 55 60 70 50 83 74
8826
tatn
A Model Context Protocol server that provides web content fetching and conversi…
C 68 55 63 51 40 81 100
8827
nazufel
Bridges Xcode and Cursor to provide real-time access to build errors, warnings,…
C 68 54 78 30 N/A 28 95 100
8828
yvanfreitas
MCP Test Server Claim 1
A Model Context Protocol server that enables LLMs to interact with user and tas…
C 68 54 57 61 N/A 23 95 99
8829
Tai-DT
Advanced Model Context Protocol server that integrates Gemini AI with Tailwind …
C 68 55 90 31 55 71 89
8830
Meerkats-Ai
Ocean.io MCP Server Claim 1
A Model Context Protocol server that enables finding lookalike companies based …
C 68 55 69 67 21 82 87
8831
ALGeek01
Java Testing Agent Claim
Automates Java Maven testing workflows with decision table-based test generatio…
C 68 54 84 31 N/A 21 95 96
8832
SilverBzH
Lizeur Claim
Enables AI assistants to extract and read content from PDF documents using Mist…
C 68 55 66 82 43 81 60
8833
miekxd
Provides LLMs with full PostgreSQL database access, including tools for query e…
C 68 55 72 42 40 81 100
8834
AerialByte
mcp-netcoredbg Claim 2
An MCP server that enables AI agents to debug .NET applications using netcoredb…
C 68 54 51 58 N/A 49 89 92
8835
quartz-labs-dev
pabal-web-mcp Claim 1
An MCP server for converting App Store Optimization (ASO) data from platforms l…
C 68 55 69 65 N/A 36 80 85
8836
kongyo2
ステラリスのmodding支援用MCPサーバーです。SteamCMD APIとGitHub APIを使用して、mod開発者に必要な最新情報を提供します。
C 68 55 66 100 43 81 40
8837
MammothGrowth
dbt CLI MCP Server Claim
A Model Context Protocol (MCP) server that wraps the dbt CLI tool, enabling AI …
C 68 55 72 56 42 77 88
8838
pinkpixel-dev
NPM Helper MCP Claim 1
A Model Context Protocol server that provides tools for NPM package management,…
C 68 55 73 82 53 81 40
8839
JpAboytes
estudIA-MCP Claim
RAG-enabled MCP server that uses Google Gemini for embeddings and Supabase for …
C 68 55 70 66 22 81 89
8840
TORIFUKUKaiou
Enables counting characters or bytes in text with options to include or exclude…
C 68 54 48 65 N/A 40 95 92
8841
ssdeanx
Coordinates specialized agents (Architecture, Quality, Cloud, Prompt) to plan, …
C 68 55 84 43 31 81 90
8842
terrylinhaochen
Crowdlistening
C 68 55 84 43 45 74 91
8843
newerton
Mercado Livre MCP Server
C 68 55 66 57 48 81 83
8844
rahulkanagaraj786
Enables interaction with ResilientDB blockchain through smart contract operatio…
C 68 55 78 52 22 81 94
8845
catwhisperingninja
Uniswap Trader MCP Claim
Enables AI agents to automate token swaps on Uniswap DEX across multiple blockc…
C 68 55 60 58 47 81 94
8846
oculairmedia
Tandoor MCP Server Claim
Enables interaction with the Tandoor Recipe Manager via the Model Context Proto…
C 68 55 70 65 35 76 86
8847
gigabrainobserver
Google Docs MCP server with full tab support, markdown extraction, and batch up…
C 68 54 66 37 N/A 45 95 97
8848
wyattjoh
calendar-mcp Claim 1
MCP server for accessing macOS Calendar events
C 68 54 57 58 N/A 34 90 98
8849
marcos2872
A Model Context Protocol server built with NestJS that provides OAuth 2.1 authe…
C 68 55 63 68 27 81 94
8850
poly-mcp
Transforms Blender into an MCP server with 50+ tools for AI-driven 3D workflows…
C 68 54 90 26 N/A 42 95 82
Showing 8801–8850 of 47923 servers
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