MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 6 hours, 40 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49051
AletaIndex
Financial narrative intelligence for AI agents. Tracks how financial stories ev…
49052
tmlksu
MCP server for structural editing of Jupyter notebook cells (list, read, insert…
N/A N/A
49053
gabriel-herencia
postgres-mcp Claim
A self-hostable PostgreSQL MCP server for exploring database schemas and runnin…
49054
Juupeee
Provides seamless integration between MCP-compatible AI assistants and n8n work…
N/A N/A 95
49055
ProsodyAI
Exposes ProsodyAI documentation, SDK references, REST API reference (OpenAPI), …
49056
RimeetMavani
A system integrating two independent MCP servers for Google Calendar and Google…
49057
matamong
memmd-mcp Claim
A shared memory layer for AI agents — one memory.md synced across Claude Deskto…
N/A N/A
49058
ToDealMarket
Enables AI agents to perform local session-state checks for TDM, helping decide…
N/A N/A
49059
Mallet-Dev
Enables AI agents to edit video using text-based proxies, motion graphics via H…
N/A N/A
49060
lxmwaniky
chatkazi-mcp Claim
Bridges MCP clients with ChatKazi WhatsApp API, enabling AI models to manage Wh…
49061
Apex-Fusion
24 keyless tools for AI agents on Vector, the Apex Fusion eUTXO L2: wallets, co…
49062
pathrule
mcp Claim
AI coding context for Claude Code, Cursor, and Codex. Path-scoped team memories…
49063
antonio-mello-ai
mcp-slack Claim
Enables Slack integration with tools to list channels, read messages, and post …
N/A N/A
49064
yothunder
Enables browsing and preparing study materials from local documents (PDF, Markd…
N/A N/A
49065
brigsd
An MCP server that translates user messages from Portuguese to English and Clau…
N/A N/A
49066
VenkatAdena
Provides weather data including US alerts, US forecasts, and global 5-day forec…
49067
pipeworx-io
Access East Baton Rouge Parish open geospatial data (parcels, addresses, public…
49068
anshikasingh28072006
Enables offline multi-agent security orchestration by providing tools for netwo…
N/A N/A
49069
appNucleus
A FastMCP server providing web search, scraping, image extraction, and mail pla…
N/A N/A
49070
Bigsupe55
Inspect a site's AI-search readiness: AI crawler access, llms.txt, schema marku…
N/A N/A 95
49071
sagar1012
An MCP server that connects to Oracle databases using sqlplus, enabling SQL que…
49072
capabilityhostprotocol
chp Claim
Learn and adopt the Capability Host Protocol — the agentic web's open evidence …
49073
ModelBound
mind-mcp Claim
Exposes a .mind/ folder to MCP agents, enabling reading files, searching memory…
N/A N/A
49074
zhouxiangjing
mcp-ssh Claim
MCP server for remote Linux/Unix server management via SSH, enabling command ex…
N/A N/A
49075
albert-mr
A comprehensive MCP server for generating sophisticated GenLayer Intelligent Co…
49076
rens1215
A safe and bounded AI-agent security testing framework that enables authorized …
N/A N/A
49077
cphoskins
MCP server for the Nimble CRM API, enabling management of contacts, deals, note…
49078
qurihara
MCP server for Cosense (formerly Scrapbox) that enables page creation, editing,…
49079
KleirRampage45
hydra-bridge Claim
Enables AI agents to control Hydra Launcher programmatically — search games, ma…
N/A N/A
49080
goofun
MCP server that exposes Volcengine OpenAPI as tools, enabling AI agents to inte…
49081
AiAgentKarl
Tracks and analyzes AI agent tool calls with event logging, dashboard, per-tool…
49082
codemind-ai
CodeMind Claim
An AI Security Guardian MCP server that provides real-time vulnerability scanni…
N/A N/A
49083
ebursztein
sprinty Claim
A disciplined-sprint MCP server for AI coding agents, providing structured spri…
N/A N/A
49084
DaisukeHori
Enables printing of Yamato B2 Cloud shipping label PDFs to a thermal label prin…
N/A N/A
49085
mcp-tool-shop-org
A text-to-speech MCP server with 48 voices across 9 languages, supporting emoti…
N/A N/A
49086
wimi321
A standalone MCP server for Windows desktop control, enabling screenshots, mous…
N/A N/A
49087
pavex
Enables token-efficient web reading and HTTP requests for MCP agents, with tool…
49088
afshinator
An MCP server to search for (free) stock images and videos from pexels.com.
49089
EpleCheck
Enables AI agents to manage git-backed website content through natural language…
49090
SaeMind
Exposes four CMS public datasets as callable tools in Claude conversations, ena…
N/A N/A
49091
agentic-pantheon
Self-hosted MCP server enabling AI agents to manage EVM wallets, check balances…
N/A N/A
49092
Eklps
Allows AI assistants to deploy static frontend directories to Surge.sh via a si…
N/A N/A
49093
clauxel
A paid remote MCP for OpenAI Codex harness MCP, built to return verdicts, recei…
49094
keepit-official
Keepit MCP Claim
MCP server for interacting with Keepit backup and data protection services. Ena…
N/A N/A
49095
deivit24
A learning project that wraps a FastAPI app with endpoints for random facts and…
49096 N/A N/A 95
49097
Sandeep-Petwal
MCP Server Claim
This MCP server provides tools like weather lookup and follows the Model Contex…
49098
99rig
A Django MCP server that exposes tools and resources to AI agents using simple …
49099
criblio
A Model Context Protocol server for Confluence Cloud that aggressively trims AP…
49100
shayanline
msloop-mcp Claim
MCP server that provides read access to Microsoft Loop workspaces and pages by …
N/A N/A
Showing 49051–49100 of 66518 servers
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