MCP Server Quality Scores

Independent quality analysis of 33641 public MCP servers

33641
Discovered
28801
Scored
2082
Verified
16957
Complete

Last updated 1 hour, 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10651
pgiles
Enables weather lookups, mathematical calculations, and context-aware operation…
C 65 55 60 57 18 81 99
10652
menyoung
paperqa-mcp-server Claim
Give Claude the ability to read, search, and synthesize across your entire PDF …
C 65 54 60 32 N/A 43 92 97
10653
tarun7r
An MCP server for fetching cricket data from Cricbuzz, including player statist…
C 65 55 57 53 38 81 96
10654
krzemienski
Shannon MCP Claim
A comprehensive Model Context Protocol server for Claude Code that provides pro…
C 65 55 66 100 24 81 38
10655
ycyun
Exposes ABLESTACK MOLD API through MCP tools with the mold_\* namespace, enabli…
C 65 55 78 82 36 81 30
10656
tructranthanh
Enables users to fetch jokes from various categories including Chuck Norris and…
C 65 55 48 55 41 81 100
10657
ryanhall00
A deployable MCP (Model Context Protocol) server on Cloudflare Workers that doe…
C 65 54 48 67 N/A 26 95 82
10658
trtd56
A Human-in-the-Loop MCP server that enables AI assistants to request informatio…
C 65 55 78 36 31 81 90
10659
emeryray2002
Provides comprehensive security analysis tools for querying the VirusTotal API,…
C 65 55 60 47 37 82 96
10660
Vortiago
A Model Context Protocol server that enables AI assistants to interact with Azu…
C 65 55 57 43 49 82 95
10661
Cytrogen
A Model Context Protocol (MCP) server that enables AI applications to access an…
C 65 55 56 100 N/A 23 95 32
10662
robcerda
Connects Claude to the RentCast API to provide tools for accessing property val…
C 65 55 74 40 23 81 98
10663
PhialsBasement
MCP Server for the GitHub API, providing features for file operations, reposito…
C 65 55 69 56 20 81 86
10664
solenyaresearch0000
Enables interaction with Opinion.trade decentralized prediction markets on BNB …
C 65 66 96 76 0 24 82 100
10665
VibeJaro
A starter template for deploying Model Context Protocol (MCP) servers on Vercel…
C 65 66 86 73 0 48 83 99
10666
CyprianFusi
MCP Chess Server Claim
Provides Chess.com player data integration, enabling AI assistants to fetch rea…
C 65 55 60 37 44 83 100
10667
nikhil-grayscale
Enables searching the National Library Board Singapore catalogue by title, auth…
C 65 55 68 42 40 81 92
10668
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
10669
da-okazaki
An MCP (Model Context Protocol) server that provides seamless integration betwe…
C 65 66 84 71 0 61 81 97
10670
MattiooFR
Majestic MCP Server Claim 1
An MCP server that provides access to the Majestic SEO API, allowing users to r…
C 65 55 57 65 27 80 91
10671
simon-77
DigiKey MCP Server Claim
Provides access to the DigiKey Product Search API v4, allowing users to search …
C 65 55 76 31 47 81 87
10672
Danushkumar-V
An MCP server that integrates with Discord to provide AI-powered features.
C 65 66 81 75 0 53 80 99
10673
WoodsGao
Trade MCP Server Claim
Provides real-time investment news, technical analysis via TA-Lib, and Binance …
C 65 55 72 50 25 81 87
10674
DanielBlomma
cortex Claim
Local repo context for coding assistants with semantic search and graph relatio…
C 65 54 72 28 N/A 43 90 87
10675
emicklei
melrose-mcp Claim
Plays [Melrōse](https://melrōse.org) music expressions as MIDI
C 65 54 66 56 N/A 53 92 51
10676
pickstar-2002
Video Clip MCP Claim 2
A Model Context Protocol server that provides video manipulation capabilities, …
C 65 55 57 60 41 78 88
10677
sapientpants
DeepSource MCP Server Claim 1
A Model Context Protocol server that integrates with DeepSource to provide AI a…
C 65 55 81 41 79 84 40
10678
Nawaf-TBE
MCP Server Claim
A Node.js/TypeScript server implementing the Model Context Protocol that provid…
C 65 55 72 41 26 81 99
10679
Muhammadaffan05
MCP Crash Course Claim
A Python-based MCP (Model Context Protocol) server that enables weather alerts …
C 65 54 78 30 N/A 18 90 100
10680
khanhs-234
TOOL4LM Claim
A multi-tool MCP server that enhances local LLMs with web search, document read…
C 65 55 66 82 40 81 47
10681
ChavezAILabs
KSJ MCP Server Claim
Converts handwritten journal photos into a searchable, AI-powered local knowled…
C 65 54 72 33 N/A 30 92 91
10682
le-yo
MCP Weather Server Claim
A simple server that implements the Model Context Protocol, allowing AI models …
C 65 55 48 66 26 81 100
10683
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
10684
tedlikeskix
Provides IP geolocation services using IP-API.com without requiring an API key,…
C 65 55 60 56 15 83 100
10685
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
10686
mcp-s-ai
image-recognition-mcp Claim 1
MCP server for AI-powered image recognition and description using OpenAI vision…
C 65 54 51 50 N/A 41 83 100
10687
liveblocks
Create, modify, and delete different aspects of [Liveblocks](https://liveblocks…
C 65 55 56 82 49 81 49
10688
edisoncruz
Provides structured access to actionable insights, frameworks, and leadership a…
C 65 54 70 22 N/A 45 92 95
10689
functicons
A backend service that provides accurate arithmetic calculation capabilities to…
C 65 55 66 43 34 81 96
10690
markswendsen-code
tacobell Claim 2
MCP server for Taco Bell - browse menu, customize orders, place pickup
C 65 54 51 61 N/A 21 89 99
10691
TitanmindAGI
A WhatsApp marketing and messaging service that handles both free-form messages…
C 65 55 72 42 44 81 84
10692
mhoshdev
Prompt Store MCP Claim
A local-only MCP server that uses SQLite to store, search, and manage a persona…
C 65 55 60 82 N/A 48 95 29
10693
basicbill
Provides real-time access to official aviation weather data including METARs, T…
C 65 55 72 41 25 82 96
10694
sam-david
postgres-safe-mcp Claim
A PostgreSQL MCP server that automatically detects and obfuscates personally id…
C 65 55 82 30 30 81 92
10695
ankitpal181
toon-parse-mcp Claim
MCP server that reduces LLM context by removing code comments and converting da…
C 65 54 60 27 N/A 50 95 96
10696
stucchi
Italy OpenData Claim
Italian open data: municipalities, provinces, regions, postal codes, coordinate…
C 65 54 66 33 N/A 29 95 99
10697
guanshilong
Extracts title, author, and content (in Markdown format) from WeChat official a…
C 65 55 72 53 19 81 90
10698
RenzoReccio
A demonstration implementation of Model Context Protocol (MCP) using NestJS fra…
C 65 55 80 52 21 81 80
10699
mohdhaji87
Exposes Nmap network scanning capabilities through a Model Context Protocol (MC…
C 65 55 66 82 N/A 29 95 40
10700
kiseki-technologies
A Model Context Protocol Server that enables language models to access and mani…
C 65 55 53 66 24 82 93
Showing 10651–10700 of 33641 servers
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