MCP Server Quality Scores

Independent quality analysis of 57357 public MCP servers

57357
Discovered
29820
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10701
cxt9
Neo4j MCP Claim 1
Enables LLMs to interact with Neo4j graph databases using natural language to e…
C 65 55 66 58 24 80 90
10702
AnGrY-Althaf
Provides access to over 40 industry-standard penetration testing tools, includi…
C 65 54 78 33 N/A 28 90 85
10703
riteshtk
Notion MCP Server Claim 1
Enables interaction with Notion workspaces through the Notion API, allowing use…
C 65 55 92 65 44 81 30
10704
creating-cat
Utilizes the Google Gemini API to generate context-specific categories and dive…
C 65 55 66 67 62 81 43
10705
adarshrkumar
AI-Scholarly-Mode Claim
Enables AI assistants to search and retrieve peer-reviewed academic articles ex…
C 65 55 70 82 29 81 50
10706
rinerebox1
Provides Google search grounding capabilities for Gemini AI models through MCP,…
C 65 54 54 71 N/A 42 95 55
10707
liyue1000
Enables secure execution of penetration testing commands on Kali Linux through …
C 65 54 72 61 N/A 24 95 58
10708
klutometis
opencode-mcp Claim 2
An MCP server that enables discovery and interaction with multiple OpenCode ins…
C 65 55 51 62 27 82 98
10709
tedlikeskix
Provides IP geolocation services using IP-API.com without requiring an API key,…
C 65 55 60 56 15 83 100
10710
jamiesonio
Provides a Model Context Protocol server implementation that allows AI agents a…
C 65 55 64 43 40 82 93
10711 C 65 54 72 25 N/A 39 90 98
10712
Leivoo
An MCP server that crawls and parses OpenAPI JSON or Swagger UI URLs to provide…
C 65 55 45 62 35 82 98
10713
Adarsh-Bhayani
MCP SQL Server Pro Claim
Provides direct SQL query access to Microsoft SQL Server databases with full CR…
C 65 55 72 58 21 74 91
10714
gscfwid
A Model Context Protocol server that provides access to National Comprehensive …
C 65 54 49 43 N/A 42 95 95
10715
GBcui
Horoscope MCP Server Claim 1
A Model Context Protocol server that provides daily horoscope readings and fort…
C 65 55 39 61 49 82 100
10716
MoralisWeb3
Moralis MCP Server Claim
A TypeScript wrapper for the Moralis REST API that enables interaction with blo…
C 65 55 84 57 50 81 44
10717
mudit14224
Enables users to preprocess, analyze, and visualize CSV data through comprehens…
C 65 54 72 33 N/A 21 95 97
10718
ainightshift
Enables retrieval and analysis of Google Trends data for any search term over t…
C 65 55 60 66 24 81 86
10719
sakebomb
Early MCP Claim
Integrates with the EARLY (Timeular v4) API to manage activities, track time, a…
C 65 55 68 38 30 82 100
10720
non-dirty
IMAP MCP Server Claim 2
A Model Context Protocol server that enables AI assistants to access and manage…
C 65 55 69 43 35 81 94
10721
RayaneChCh-dev
Enables intelligent academic paper discovery through ArXiv search and AI-powere…
C 65 55 76 53 21 81 80
10722
zerubroberts
A Model Context Protocol server that allows users to query and analyze their Sa…
C 65 55 51 68 16 81 100
10723
ricleedo
A starter template for building custom MCP servers that can integrate with Clau…
C 65 55 60 100 28 81 43
10724
BACH-AI-Tools
Calculator MCP Claim
Provides mathematical computation capabilities including basic arithmetic opera…
C 65 55 80 36 27 81 91
10725
assafelovic
gptr-mcp Claim
MCP server for enabling LLM applications to perform deep research via the MCP p…
C 65 55 70 28 N/A 59 81 92
10726
robertn702
A Model Context Protocol server that provides comprehensive weather data and fo…
C 65 55 65 40 47 81 90
10727
Comzee
A comprehensive MCP server that provides Claude AI with full access to YouTube …
C 65 66 84 71 0 64 81 91
10728
commercetools
Enables AI agents to interact with commercetools APIs to manage products, categ…
C 65 55 84 45 51 81 57
10729
AnCode666
AEMET-MCP Claim 1
An MCP server that allows retrieving meteorological and climate data from Spain…
C 65 55 51 41 65 80 97
10730
pab1it0
tripadvisor-mcp Claim 1
A MCP server that enables LLMs to interact with Tripadvisor API, supporting loc…
C 65 54 55 37 N/A 52 91 92
10731
ivelin-web
tempo-mcp-server Claim 1
MCP server for managing Tempo worklogs in Jira
C 65 55 53 66 N/A 65 81 63
10732
yjqian19
Enables extraction of EXIF metadata from JPG and PNG images using publicly acce…
C 65 55 60 61 26 81 90
10733
robcerda
Connects Claude to the RentCast API to provide tools for accessing property val…
C 65 55 74 40 23 81 98
10734
rohitsingh-iitd
Zillow MCP Server Claim 1
A Model Context Protocol server that provides real-time access to Zillow real e…
C 65 55 63 46 34 81 96
10735
adhikasp
mcp-git-ingest Claim 1
Read and analyze GitHub repositories with your LLM
C 65 54 60 30 N/A 42 92 100
10736
abilashraghuram
Enables users to retrieve jokes from various categories including Chuck Norris …
C 65 55 48 57 41 81 100
10737
attaelahi
CodeSense MCP Claim
Provides semantic code intelligence to help users search, navigate, and analyze…
C 65 54 70 30 N/A 45 87 92
10738
neep305
Integrates Google Tag Manager with Claude to automate the creation and manageme…
C 65 55 84 38 22 77 91
10739
tistaharahap
Binance MCP Server Claim
Enables interaction with Binance cryptocurrency exchange through API integratio…
C 65 55 60 57 18 81 100
10740
SANKARAMDAS
A template for deploying authentication-free MCP servers on Cloudflare Workers,…
C 65 55 62 52 24 81 100
10741
Skmalik768
Enables the generation of educational content such as multiple choice questions…
C 65 54 80 31 N/A 16 92 97
10742
dileepgaganr
Integrates with Robinhood API and LLMs like Perplexity to provide AI-powered po…
C 65 55 50 66 21 81 100
10743
stucchi
Italy OpenData Claim
Italian open data: municipalities, provinces, regions, postal codes, coordinate…
C 65 54 66 33 N/A 29 95 99
10744
jojodiaz
Test MCP Server Claim 1
A basic MCP server implementation for testing purposes. Communicates via stdio …
C 65 54 68 51 N/A 24 84 87
10745
dinek-k
A Model Context Protocol server providing tools for SQLite database operations …
C 64 55 71 91 21 81 40
10746
santosh-ksharma
Weather MCP Server Claim
Provides weather forecast and alert information from the National Weather Servi…
C 64 54 64 33 N/A 25 92 100
10747
wesleyyeung
Enables querying and modifying PostgreSQL databases through MCP tools with read…
C 64 55 72 43 19 81 93
10748
2799662352
A professional AI agent system that provides 10+ specialized agents and 25+ MCP…
C 64 55 66 31 42 81 99
10749
TencentCloudBase
CloudBase MCP Claim
Bridges AI IDEs with Tencent CloudBase for seamless deployment, enabling users …
C 64 64 94 38 0 86 95 80
10750
ZyrticX
N8N MCP Server Claim
Enables Claude Desktop to integrate with n8n workflow automation platform throu…
C 64 55 72 42 21 81 97
Showing 10701–10750 of 57357 servers
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