MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 12 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51151
omermaksutii
mnemo Claim
Persistent memory for Claude Code. Your AI never starts from scratch again.
N/A N/A
51152
forgemeshlabs
Scans websites to evaluate agent-readiness and produce an ASO Score Report acro…
N/A N/A
51153
Hebbrix
Provides long-term memory and a temporal knowledge graph for AI agents, enablin…
51154
EHrekov
Enables conversational product search and validation for e-commerce catalogs, w…
51155
fmeies
Enables AI assistants to query etracker analytics data such as page views, conv…
N/A N/A
51156
olaservo
A TypeScript MCP server delivering a vendored 'dangerous skills' corpus and adv…
51157
hariombangari
A comprehensive prompt library for frontend developers covering React, frontend…
N/A N/A
51158
alchiebinan21
MCP server that connects to a Laravel Tasks API, enabling AI assistants to perf…
N/A N/A
51159
j-token
codex-mcp Claim
MCP server wrapping OpenAI Codex SDK to run Codex agents for code generation, d…
N/A N/A
51160
SnowLightPath
A single MCP server that gives Claude, ChatGPT, Codex, and any MCP-compatible A…
N/A N/A
51161
AnassKartit
Enables Claude to generate and edit images using Google Gemini AI.
51162
mayflower
ContextMine Claim
Self-hosted documentation and code indexing with MCP integration.
N/A N/A
51163
pyofart
toolkit-mcp Claim
An MCP server offering developer utilities including JSON validation, base64 en…
51164
Demolinator
MCP server for Autodesk Revit via pyRevit, providing 45 tools for building desi…
N/A N/A
51165
gitnoah1
A Minecraft bot controlled by Claude over MCP, enabling natural-language comman…
N/A N/A
51166
git-quick-stats
Exposes git-quick-stats commands as MCP tools to analyze git repositories via n…
N/A N/A
51167
hwyang2003
Enables speech-to-text transcription and summarization of lecture audio using N…
N/A N/A
51168
MaidToShelly
Algorand ecosystem knowledge layer as an MCP server, enabling identification of…
N/A N/A
51169
chochinlu
An MCP server that integrates AI assistants with the Flickr API, enabling manag…
N/A N/A
51170
inardini
Enables LLMs to generate and retrieve long-term memories using Vertex AI Memory…
51171
asmaaziry19
test Claim
N/A N/A 95
51172
ahmedEid1
Lumen Claim
Self-hostable agentic-AI LMS: catalog, RAG tutor, FSRS reviews, AI authoring, i…
N/A N/A
51173
bluewms
Enables AI assistants to query and operate Dingjie ERP system via natural langu…
51174
lm203688
AIShield Claim
Scans MCP servers and AI tools for security risks, providing 4-dimensional scor…
51175
NimbleBrainInc
Enables news search and headline retrieval using NewsAPI. Supports getting top …
51176
shuohui-air-technology
MCP server for detecting AI writing patterns in Chinese academic text and provi…
N/A N/A
51177
Aditya251610
OpenTool Claim
OpenTool is an MCP server that provides AI agents with secure, authenticated ac…
51178
g2zz
A local MCP server that delegates tasks to a subagent runtime via OpenAI-compat…
N/A N/A
51179
homeloanexpress
Enables AI assistants to answer mortgage-related queries by providing tools for…
51180
hydai
An open-source MCP server that aggregates Taiwan public data sources (data.gov.…
51181
radenaisa
mubdi Claim
N/A N/A 95
51182
sbmilburn
nmap-mcp Claim
An nmap MCP server for AI-assisted network security auditing, providing 14 purp…
N/A N/A
51183
miguelcc06
Enables hybrid semantic and full-text search over OpenClaw documentation, with …
51184
sksachan
Provides dealership intelligence by integrating CRM, DMS, CDP, and analytics da…
N/A N/A
51185
truss-security
Query Truss threat intelligence via hosted MCP (OAuth). Growth+ plans.
51186
InfraMCP
MCP server for VMware vSphere infrastructure management, enabling VM operations…
N/A N/A
51187
PuckAPI
PuckAPI Claim
NHL hockey data MCP server. 12 tools covering games, standings, player stats, g…
51188
valderan
A modern Python MCP server for rendering customizable charts (line, bar, pie, s…
N/A N/A
51189
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
51190
agentic-devops
AI-powered MCP server for enterprise OpenShift/Kubernetes cluster management, p…
51191
CyberBOB07
Enables validation, fixing, and generation of PineScript code for TradingView, …
51192
mikeysrecipes
An MCP server implementation that integrates with Freshdesk, enabling AI models…
N/A N/A
51193
believe3344
Gives any MCP client (OpenCode, Claude Code, Claude Desktop, Cursor, etc.) the …
51194
guptaprakhariitr
Provides live and historical cryptocurrency prices, trending coins, and global …
51195
felmarv
A self-hostable MCP server that routes prompts to multiple LLM providers using …
51196
AgentX-ai
Enables AI assistants to extract YouTube video metadata, subtitles, and top com…
51197
pankaj28843
An MCP server that connects AI assistants to Confluence, enabling search and fe…
51198
kanoliban
Enables AI agents to discover and recommend other agents through a searchable d…
51199
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
51200
Fahrur-Rozi-dev
SOL Forge Claim
An MCP server that enables AI agents to interact with the Solana blockchain thr…
N/A N/A
Showing 51151–51200 of 66502 servers