MCP Server Quality Scores

Independent quality analysis of 69135 public MCP servers

69135
Discovered
→
33849
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55101
jirispilka
test-js Claim
— ○ ⏳ — N/A N/A — 95 —
55102
lazymac2x
Cloudflare Workers MCP server: api-flow-analyzer
— ○ ⏳ — — — — — —
55103
joseairosa
Recall Claim
Provides persistent, cross-session memory for AI agents, allowing them to store…
— ○ ⏳ — — — — — —
55104
n2ns
n2n-nexus Claim
A local digital asset hub for multi-AI assistant collaboration, offering real-t…
— ○ ⏳ — N/A N/A — 95 —
55105
getmunin
munin Claim
Open-source all-in-one MCP-first customer platform: KB, Conversations, CRM, CMS…
— ○ ⏳ — — — — — —
55106
comet-ml
Integrate seamlessly with your IDE and access all Opik features through a stand…
— ○ ⏳ — N/A N/A — 95 —
55107
severity1
3commas-mcp Claim
A Model Context Protocol (MCP) server that integrates AI assistants with the 3C…
— ○ ⏳ — — — — — —
55108
nishant
test1 Claim
— ○ ⏳ — N/A N/A — 95 —
55109
rusnetru
A single MCP server that lets any agent see and act on the screen across native…
— ○ ⏳ — N/A N/A — — —
55110
hyungseokyoon
velog-mcp Claim 1
MCP server for Velog blog platform enabling reading, searching, and writing art…
— ○ ⏳ — — — — 81 —
55111
ritheshr21
Tracks commitments (promises made in conversations) and provides tools to add, …
— ○ ⏳ — N/A N/A — 95 —
55112
joepangallo
Scan websites for security vulnerabilities, headers, TLS, and email security.
— ○ ⏳ — N/A N/A — 95 —
55113
hasdata
Direct access to 40+ scraping and search tools. Extract structured data from Go…
— ○ ⏳ — — — — 81 —
55114
metachain-org
An MCP server implementation for Alpaca's Trading API that enables LLMs to inte…
— ○ ⏳ — — — — — —
55115
getfacade
GetFacade Claim
Designs a real house exterior on its own photo, prices it line by line and docu…
— ○ ⏳ — N/A N/A — — —
55116
ragionex
Dynamic semantic memory for AI assistants that persists across sessions and cli…
— ○ ⏳ — — — — — —
55117
FNZ1961
GrACE-MCP Claim
A knowledge graph MCP server that integrates Graphiti and the ACE framework for…
— ○ ⏳ — — — — 81 —
55118
apiiro Claim 1
Ship software securely with an AI AppSec Agent
— ○ — N/A N/A — 81 —
55119
zen-apps
Provides access to USDA FoodData Central database, enabling food search, nutrit…
— ○ ⏳ — — — — — —
55120
InfraMCP
Enables AI agents to securely manage and execute commands on remote Windows ser…
— ○ ⏳ — N/A N/A — — —
55121
MauricioPerera
This MCP server enables AI assistants to interact with a SQLite database throug…
— ○ ⏳ — N/A N/A — — —
55122
Mingwei2
data-explore Claim
An MCP server for dataset exploration and analysis, enabling LLM clients to per…
— ○ ⏳ — N/A N/A — — —
55123
optimusbasti
Provides tools for managing Docker containers, Compose stacks, and system resou…
— ○ ⏳ — — — — 81 —
55124
artofthepossible
This server provides guidance and recommendations based on AWS's Well-Architect…
— ○ ⏳ — N/A N/A — 95 —
55125
bzd6661
wechat-to-md Claim
Converts WeChat Official Account articles to clean Markdown with locally downlo…
— ○ ⏳ — N/A N/A — — —
55126
sunc901008
Enables AI assistants to manage WordPress content (create, retrieve, update pos…
— ○ ⏳ — — — — — —
55127
paylink-ai
Open-source MCP server that streamlines payment integration for AI agents and f…
— ○ ⏳ — — — — — —
55128
thrid3v
A Model Context Protocol (MCP) server that gives AI agents the ability to proce…
— ○ ⏳ — N/A N/A — — —
55129
AankitPaudel
An AI agent system that monitors manufacturing equipment health using the Model…
— ○ ⏳ — N/A N/A — — —
55130
stmtc233
Provides read-only access to Guangdong gaokao data, enabling searches for schoo…
— ○ ⏳ — — — — — —
55131
DeepAgentLabs
Unified MCP server for AgenticLens and Agentic Chaos capabilities.
— ○ ⏳ — N/A N/A — — —
55132
Adityas7netapp
A Model Context Protocol server that provides AI-grounded Bing search capabilit…
— ○ ⏳ — — — — 81 —
55133
kkrizka
Enables searching for movies and TV shows and retrieving streaming availability…
— ○ ⏳ — — — — 81 —
55134
PsychQuant
Enables executing Python scripts, rendering scenes, and controlling 3D objects …
— ○ ⏳ — N/A N/A — — —
55135
bughide010
hideaa Claim
— ○ ⏳ — N/A N/A — 95 —
55136
heikoliedtke
Enables querying nearby stations and departure boards using the RMV public tran…
— ○ ⏳ — N/A N/A — — —
55137
iflow-mcp
MCP server for extracting text from PDF files, supporting local files and URLs.
— ○ ⏳ — — — — — —
55138
burcusipahioglu
Brings on-premises Azure DevOps Server (including TFVC) to AI assistants with 4…
— ○ ⏳ — N/A N/A — — —
55139
sunneeee
Enables AI assistants to trade Four.meme tokens on BNB Smart Chain via the Mode…
— ○ ⏳ — N/A N/A — — —
55140
alesdrobysh
A Model Context Protocol (MCP) server for GitLab integration, written in TypeSc…
— ○ ⏳ — — — — — —
55141
theoreticalthread
agyforclaude Claim
MCP server enabling delegation of tasks to the Antigravity (Gemini) CLI from an…
— ○ ⏳ — N/A N/A — — —
55142
LunaParker
waveapps-mcp Claim
This MCP server enables AI assistants like Claude to perform Wave Accounting bo…
— ○ ⏳ — N/A N/A — — —
55143
mcpslim
notion-slim Claim
A token-optimized MCP server for Notion that reduces context window usage by 73…
— ○ ⏳ — — — — — —
55144
henrikxyz
An MCP server providing Model-usable tools to fetch real-time quotes, historica…
— ○ ⏳ — — — — — —
55145
Ln129402
MCP server that enables AI assistants to automatically write and publish blog p…
— ○ ⏳ — — — — — —
55146
kaznak
Enables Claude AI to interact with Prometheus Alertmanager for alert retrieval,…
— ○ ⏳ — — — — — —
55147
luminarylane
Connects MCP clients to the Google Search Console API, enabling search analytic…
— ○ ⏳ — — — — — —
55148
Rubrum95
Enables Claude Code to index and semantically search through PDFs, code, and do…
— ○ ⏳ — N/A N/A — — —
55149
Bilel-Eljaamii
Enables querying MITRE's Common Weakness Enumeration database for vulnerability…
— ○ ⏳ — — — — — —
55150
llmops-pro
Provides a pay-per-query web search tool for AI agents via Lightning Network sa…
— ○ ⏳ — — — — — —
Showing 55101–55150 of 69135 servers