MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10901
ruudmens
Koppla Claim
Enables managing Active Directory users, groups, and computers using natural la…
C 64 54 78 46 N/A 41 90 57
10902
NazarKY
Work Integrations MCP Claim 1
An MCP server that enables interaction with Jira to fetch issues by key and per…
C 64 55 71 31 35 81 99
10903
ADEOSec
A Model Context Protocol server that provides access to Shodan and VirusTotal A…
C 64 55 73 35 27 80 97
10904
Demontie
An MCP server that retrieves product data from the DummyJSON API, supporting fi…
C 64 55 51 100 19 81 53
10905
CaptainCrouton89
A starter template for building custom MCP servers that can integrate with Clau…
C 64 55 60 100 25 81 38
10906
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
10907
kkShrihari
Integrates the miEAA 3.x bioinformatics platform with Claude Desktop, enabling …
C 64 55 78 65 33 83 47
10908
pro-gramming
A Python-based MCP server that provides real-time weather information using the…
C 64 55 72 28 39 81 100
10909
quintana1308
MCP MariaDB Server Claim
Enables AI assistants to interact with MariaDB databases through SQL operations…
C 64 55 66 38 39 81 96
10910
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
10911
JulesLiu390
Amadeus-QQ-MCP Claim 1
An MCP server that enables AI clients to send and receive QQ messages through N…
C 64 54 51 41 N/A 46 90 94
10912
Brett777
Provides real-time weather data for cities worldwide using the Open-Meteo API, …
C 64 55 78 33 22 81 99
10913
pipeworx-io
sec Claim
SEC MCP — SEC EDGAR public APIs (free, no auth)
C 64 55 90 0 47 81 100
10914
Valerio357
mcp_server1 Claim
C 64 54 46 60 N/A 21 95 92
10915
JaeAeich
Poiesis MCP Server Claim
Enables AI assistants to create, monitor, and manage computational tasks throug…
C 64 55 86 68 44 81 29
10916
sunub
Search your Obsidian vault to quickly find notes by title or keyword, summarize…
C 64 66 90 65 0 70 81 84
10917
2799662352
A professional AI agent system that provides 10+ specialized agents and 25+ MCP…
C 64 55 66 31 42 81 99
10918
kira-autonoma
agent-memory-mcp Claim 1
An MCP server for managing agent memory using provenance tracking, decay-weight…
C 64 54 90 0 N/A 50 81 97
10919
Yaniddze
Provides comprehensive access to Escape From Tarkov game data including items, …
C 64 55 60 87 39 81 41
10920
sasabasara
Real-time NYC subway stations, arrivals, service alerts, and route planning.
C 64 66 90 72 0 48 81 91
10921
czangyeob
MCP PII Tools Claim
Enables high-precision detection, anonymization, encryption and decryption of p…
C 64 55 80 43 22 81 82
10922
ag2-mcp-servers
A Multi-Agent Conversation Protocol server that enables interaction with Rajast…
C 64 55 60 60 21 81 88
10923
benshabbat
Enables full automation of Sport5 Fantasy League management including team anal…
C 64 54 78 62 N/A 21 90 55
10924
flyfox666
A template for deploying authentication-free remote MCP servers on Cloudflare W…
C 64 55 48 70 29 83 83
10925
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
10926
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
10927
LLMBaseAI
Enables fetching and processing web content with advanced features including ba…
C 64 66 90 62 0 59 80 93
10928
NINGyv179
MCP-FEISHU Claim
A microservice control plane server that fetches API information from Feishu Op…
C 64 55 60 71 23 81 77
10929
aadilakbar
Enables AI assistants to interact with Odoo data using natural language to sear…
C 64 55 54 46 47 80 95
10930
Devang0907
SolanaBot Claim
Enables interaction with the Solana blockchain through Claude Desktop, allowing…
C 64 55 62 57 29 76 88
10931
TaichiHo
A MCP server that can run Kubernetes commands with a given kubeconfig path and …
C 64 55 63 83 N/A 19 95 46
10932
The-AI-Workshops
SearXNG MCP Server Claim
Enables AI agents to perform privacy-respecting web searches through SearXNG, w…
C 64 55 76 45 22 82 86
10933
andrey-zhuravl
MCP Desktop Tools Claim
Enables searching text across configured local workspaces using ripgrep. Provid…
C 64 54 60 28 N/A 44 95 91
10934
lpigeon
The Unitree Go2 MCP Server is a server built on the MCP that enables users to c…
C 64 54 66 22 N/A 56 90 86
10935
sbmagar13
A Model Context Protocol server that enables AI assistants to programmatically …
C 64 55 61 41 41 81 95
10936
minhalvp
Android MCP Server Claim 1
A server enabling programmatic control over Android devices through ADB, provid…
C 64 54 72 22 N/A 49 82 98
10937
mcpware
Organize Claude Code memories, skills, MCP servers, and hooks via drag-and-drop…
C 64 54 72 0 N/A 80 84 95
10938
martinfrasch
ResearchTwin Claim
Federated research discovery with S-Index metrics across a network of digital t…
C 64 64 76 72 0 39 95 100
10939
pipeworx-io
hackernews Claim
Hacker News MCP — search and retrieve stories from Hacker News
C 64 55 90 0 47 81 98
10940
PlayAINetwork
Katana MCP Server Claim 1
Enables seamless interaction with the Katana network for cross-chain bridging, …
C 64 55 60 56 41 71 90
10941
Ansvar-Systems
romanian-law-mcp Claim
Romanian legislation via MCP — full-text search across statutes and provisions
C 64 66 90 57 0 71 80 91
10942
1ch1n
Enables semantic search across your local AI conversation history (ChatGPT, Cla…
C 64 55 64 26 57 82 93
10943
wr-web
ArXiv MCP Server Claim
Enables AI assistants to search and access arXiv papers through a Model Context…
C 64 55 78 74 39 81 36
10944
chylove1982
An MCP server that enables file transmission, voice message processing, and voi…
C 64 54 57 48 N/A 38 84 89
10945
MissionSquad
MCP Avantage Claim 2
A Model Context Protocol server that enables LLMs to access comprehensive finan…
C 64 55 59 100 23 82 42
10946
Toru-Takagi
Enables interaction with Togello's task management and activity tracking system…
C 64 55 48 62 34 82 94
10947
huntkil
A server that provides HTTP API access to manage Obsidian Vaults and Markdown f…
C 64 54 80 31 N/A 28 89 85
10948
elber-code
MCP server that allows Claude AI to interact directly with MySQL databases, ena…
C 64 55 66 100 28 76 35
10949
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
10950
YoshiSaurus
mcp-otle Claim 1
An MCP server that simulates the Chipotle ordering experience, allowing AI agen…
C 64 55 51 53 35 82 97
Showing 10901–10950 of 67226 servers
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