MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51051
AnassKartit
Enables Claude to generate and edit images using Google Gemini AI.
51052
mayflower
ContextMine Claim
Self-hosted documentation and code indexing with MCP integration.
N/A N/A
51053
pyofart
toolkit-mcp Claim
An MCP server offering developer utilities including JSON validation, base64 en…
51054
Demolinator
MCP server for Autodesk Revit via pyRevit, providing 45 tools for building desi…
N/A N/A
51055
gitnoah1
A Minecraft bot controlled by Claude over MCP, enabling natural-language comman…
N/A N/A
51056
git-quick-stats
Exposes git-quick-stats commands as MCP tools to analyze git repositories via n…
N/A N/A
51057
hwyang2003
Enables speech-to-text transcription and summarization of lecture audio using N…
N/A N/A
51058
MaidToShelly
Algorand ecosystem knowledge layer as an MCP server, enabling identification of…
N/A N/A
51059
chochinlu
An MCP server that integrates AI assistants with the Flickr API, enabling manag…
N/A N/A
51060
inardini
Enables LLMs to generate and retrieve long-term memories using Vertex AI Memory…
51061
asmaaziry19
test Claim
N/A N/A 95
51062
ahmedEid1
Lumen Claim
Self-hostable agentic-AI LMS: catalog, RAG tutor, FSRS reviews, AI authoring, i…
N/A N/A
51063
bluewms
Enables AI assistants to query and operate Dingjie ERP system via natural langu…
51064
lm203688
AIShield Claim
Scans MCP servers and AI tools for security risks, providing 4-dimensional scor…
51065
NimbleBrainInc
Enables news search and headline retrieval using NewsAPI. Supports getting top …
51066
shuohui-air-technology
MCP server for detecting AI writing patterns in Chinese academic text and provi…
N/A N/A
51067
Aditya251610
OpenTool Claim
OpenTool is an MCP server that provides AI agents with secure, authenticated ac…
51068
g2zz
A local MCP server that delegates tasks to a subagent runtime via OpenAI-compat…
N/A N/A
51069
homeloanexpress
Enables AI assistants to answer mortgage-related queries by providing tools for…
51070
hydai
An open-source MCP server that aggregates Taiwan public data sources (data.gov.…
51071
radenaisa
mubdi Claim
N/A N/A 95
51072
sbmilburn
nmap-mcp Claim
An nmap MCP server for AI-assisted network security auditing, providing 14 purp…
N/A N/A
51073
miguelcc06
Enables hybrid semantic and full-text search over OpenClaw documentation, with …
51074
sksachan
Provides dealership intelligence by integrating CRM, DMS, CDP, and analytics da…
N/A N/A
51075
truss-security
Query Truss threat intelligence via hosted MCP (OAuth). Growth+ plans.
51076
InfraMCP
MCP server for VMware vSphere infrastructure management, enabling VM operations…
N/A N/A
51077
PuckAPI
PuckAPI Claim
NHL hockey data MCP server. 12 tools covering games, standings, player stats, g…
51078
valderan
A modern Python MCP server for rendering customizable charts (line, bar, pie, s…
N/A N/A
51079
przemyslawzielinski87-debug
akm-bridge Claim
MCP server for AKM v0.8.1, exposing 14 read-only tools via JSON-RPC over stdio …
N/A N/A
51080
agentic-devops
AI-powered MCP server for enterprise OpenShift/Kubernetes cluster management, p…
51081
CyberBOB07
Enables validation, fixing, and generation of PineScript code for TradingView, …
51082
mikeysrecipes
An MCP server implementation that integrates with Freshdesk, enabling AI models…
N/A N/A
51083
believe3344
Gives any MCP client (OpenCode, Claude Code, Claude Desktop, Cursor, etc.) the …
51084
guptaprakhariitr
Provides live and historical cryptocurrency prices, trending coins, and global …
51085
felmarv
A self-hostable MCP server that routes prompts to multiple LLM providers using …
51086
AgentX-ai
Enables AI assistants to extract YouTube video metadata, subtitles, and top com…
51087
pankaj28843
An MCP server that connects AI assistants to Confluence, enabling search and fe…
51088
kanoliban
Enables AI agents to discover and recommend other agents through a searchable d…
51089
sjgant80-hub
fallcorp-mcp Claim
Exposes foldkit's 7-prime spine, 7 κ-bands, and 6 fold operations as native too…
N/A N/A
51090
Fahrur-Rozi-dev
SOL Forge Claim
An MCP server that enables AI agents to interact with the Solana blockchain thr…
N/A N/A
51091
johnbreau
Enables users to search, list, and read notes in an Obsidian vault via a CLI or…
N/A N/A
51092
ThatGuyTHD
Enables AI coding assistants to create and refine Roblox combat animations thro…
N/A N/A 95
51093
a-y-ibrahim
Control Adobe After Effects from any MCP client: arbitrary ExtendScript, backgr…
N/A N/A
51094
pfaeffli
Enables interaction with the Clockodo time tracking API, providing tools, promp…
N/A N/A
51095
henrikogaard
Enables agentic administration of Infomaniak accounts via Claude, offering 169 …
51096
plenoai
Metsuke Claim
Provides SDLC compliance verification as tools that AI agents can invoke, conti…
51097
sindhug
A research-informed MCP server that enables natural language question answering…
N/A N/A
51098
emily397
Enables AI agents to pull live job listings from major ATS platforms (Greenhous…
51099
wzyonline-1999
MCP server for managing Vultr VPS instances with safety guards, including previ…
51100
garbvalley
An MCP server for end-to-end Jira and GitHub integration, enabling AI agents in…
N/A N/A
Showing 51051–51100 of 66502 servers