MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57051
marcoldenburg
RGate MCP Claim
Release gate agents call before they tell users a public website is ready to sh…
57052
dwin-gharibi
A self-hostable MCP server for Roshan AI's Persian speech service, Harf, enabli…
57053
andysalvo
crest-verify Claim
Verify x402 endpoints before your agent spends. Three tools: verify (SPEND/CAUT…
57054
butterbase-ai
butterbase Claim
AI-native open-source backend-as-a-service. Manage Postgres with RLS, auth, fil…
57055
guanweiqiang
Converts documents between Markdown, PDF, DOCX, and HTML locally with AI-friend…
N/A N/A
57056
easyzoom
An extensible MCP server with a plugin system, proxy forwarding, web dashboard,…
57057
unwind-mcp
UNWIND Claim
A security layer for AI agents that monitors, checks, and records every action,…
N/A N/A
57058
Minhao-Zhang
Enables external applications to interact with an Obsidian vault through MCP to…
N/A N/A
57059
wlkr73
An MCP server that enables Claude Code to access Auth0-protected APIs by handli…
81
57060
REMnux
Enables AI assistants to search and retrieve information from the REMnux malwar…
81
57061
pingera
A Model Context Protocol (MCP) server for the Pingera monitoring service, provi…
57062
WaterPistolAI
Enables interaction with LibreOffice documents (Writer, Calc, Impress, Draw) vi…
N/A N/A
57063
toddamerrill
NameIntel Claim
Score brand names across domain availability, USPTO trademark conflict, social …
57064
solentlabs
ai-journal Claim
A local MCP server for journaling, organizing, and recalling your work. It capt…
N/A N/A
57065
filhocf
docforge-mcp Claim
Enables complete Office document lifecycle management for AI agents, including …
N/A N/A
57066
AkynZH
Standalone MCP server with PASH compression. Saves ~87% LLM tokens via dynamic …
N/A N/A
57067
swesmith-repos
mcp2mqtt Claim 1
An MCP server that bridges the physical world and AI models by enabling natural…
81
57068
ponthepmk
ai-discuss Claim
Enables a host AI agent to trigger a multi-agent debate, running N-rounds where…
N/A N/A
57069
aringadre76
Provides comprehensive baseball analytics through 32 tools covering pitching, b…
57070
RookiAi
Provides a tool for searching through YCombinator tweets using natural language…
57071
Vladisluv12
marimo-mcp Claim
Auto-discovers running marimo notebooks and exposes tools for reading, editing,…
N/A N/A
57072
cbetz
ratebook-mcp Claim
Provides electricity tariff queries and rate calculations for US utilities, ena…
N/A N/A
57073
Vvkmnn
An MCP server for discovering Claude Code skills, plugins, and MCP servers by s…
57074
DonChengCheng
A Model Context Protocol server that enables AI assistants to read PDF files, e…
N/A N/A
57075
OEvortex
tgmcp Claim
Enables AI agents to interact with Telegram accounts through MCP, supporting me…
57076
Opendraft
Opendraft Claim
N/A N/A 95
57077
Mav977
AutoMCP-SQL Claim
Automatically scans SQLite databases and generates typed CRUD tools for each ta…
N/A N/A
57078
clamp
Clamp Analytics Claim 1
MCP server for Clamp—Web analytics for the agentic era, built for indie hackers…
81
57079
tzangms
shopline-mcp Claim
MCP server for the Shopline Open API. Exposes 140+ tools for querying and manag…
57080
joe-watkins
Scaffolds new MCP server projects with intelligent file analysis that auto-dete…
N/A N/A 95
57081
dkships
MCP server for Substack's official Publisher API that enables querying post ana…
57082
financialdatanet
mcp-server Claim
[FinancialData.Net](https://financialdata.net/) MCP server allows you to retrie…
N/A N/A 95
57083
AiAgentKarl
Enables registration, monitoring, and control of IoT devices via AI agents, wit…
N/A N/A
57084
rsc1102
Enables managing Google Calendar events (list, create, delete, update) through …
N/A N/A
57085
lukeplausin
Enables AI agents to manage Trading212 brokerage accounts, including portfolio …
57086
kmnis
Smithery Claim
Enable dynamic integration of language models with external data and tools thro…
N/A N/A 95
57087
wyre-technology
Multitenant Streamable HTTP wrapper for SentinelOne's purple-mcp. Enables MSPs …
57088
cody-aigov
Provides AI governance controls as MCP tools for safety screening, risk classif…
57089
flowency-live
Enables AI assistants to search and create venues and artists, and create event…
N/A N/A
57090
technet365
Enables AI agents to scan markets, build option strategies, track positions, an…
57091
wolfe-jam
wolfe-jam Claim
One IANA-registered format. 3 MCP servers. Pick your lane. …
N/A N/A 95
57092
MarmikPrajapati-ML
Enables any AI agent to discover, query, and order from a restaurant's storefro…
57093
doublegate
Enables AI assistants to execute 463 CyberChef data manipulation operations—inc…
57094
StealthyLabsHQ
steam-mcp Claim
Exposes Steam Web API tools as MCP resources for Claude Code, Claude Desktop, a…
57095
elchanio-76
MCP server that provides tools for automating AWS Pricing Calculator estimate g…
57096
mobileteam102
mcp-chart Claim
N/A N/A 95
57097
spritelutsk
Enables querying and interacting with 1C:Enterprise databases via COM connectio…
N/A N/A
57098
harshadanu
Exposes Moro Hub's services, facilities, and operational data as AI-callable to…
57099
dovetail
Connects AI tools to the Dovetail API, enabling them to interact with Dovetail …
57100
wondeks
Allows MCP clients like Claude Desktop or Cursor to perform Unity Editor action…
N/A N/A
Showing 57051–57100 of 57160 servers