MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45151
duelist2021jp
Provides Ubuntu system information (CPU, memory, disk, network, services, proce…
N/A N/A
45152
nullnumber1
Enables hybrid search over Telegram community message history, combining full-t…
N/A N/A
45153
nik-red
Enables AI assistants to execute Python functions and system commands via Strea…
N/A N/A
45154
H2SO4620
ForgeSwarm Claim
An MCP server that turns independent AI agents into a coordinated engineering t…
45155
axeldotdev
Headquarter Claim
An AI-first business and project management tool that stores data locally in Ma…
N/A N/A 95
45156
emmahyde
Provides AI systems with structured thinking frameworks and reasoning tools to …
45157
youjunxiaji
A feedback-oriented MCP server with a Web UI for AI development workflows, enab…
N/A N/A
45158
MrTechi-Dev
Enables AI assistants to retrieve, search, and compare procurement documents us…
N/A N/A
45159
schwarztim
A Model Context Protocol server that enables AI assistants to perform network p…
45160
pipeworx-io
Enables searching and querying City of Carlsbad, California open geospatial dat…
45161
incentivai-io
Provides comprehensive access to user management, wallet operations, and blockc…
45162
mafaq229
pbirb-mcp Claim
An MCP server for editing Power BI Report Builder paginated reports (.rdl) thro…
N/A N/A
45163
vision-release
devdoc Claim
A documentation MCP server that crawls websites and Git repositories, stores th…
45164
ratho13
MCP server for Aidoo fitness studio management software, enabling access to mem…
N/A N/A
45165
tsod
Local stdio MCP server for read-only Microsoft SQL Server access through Python…
N/A N/A
45166
mohsinsheikhani
An MCP server that transforms OpenClaw into a programming tutor using PRIMM-Lit…
N/A N/A
45167
Shyamkadiwar
Enables AI assistants to interact with MongoDB databases through natural langua…
45168
thunderkds
easy-ui-mcp Claim
Enables AI agents to drive Playwright-based browser automation for UI testing, …
N/A N/A
45169
paralax
SeldomMaster Claim
A collection of MCP tools for cybersecurity threat intelligence and local netwo…
N/A N/A
45170
BingZi-233
ssh-mcp Claim
An MCP server enabling Claude to execute commands on multiple remote servers vi…
45171
blackpwnguin
Bridges Claude Code CLI with Cursor IDE to use your existing Claude subscriptio…
N/A N/A
45172
Ezzeay
mcp-server Claim
Production-ready TypeScript MCP server exposing utility, GitHub, and Microsoft …
N/A N/A
45173
carolinacherry
MCP server that searches, scores, and ranks GitHub developers for technical rec…
45174
srogerf
A local MCP server that connects Codex to Microsoft Graph and Gmail for reading…
N/A N/A
45175
frase-io
Frase SEO Claim
SEO, GEO & AI Visibility — research, write, optimize, publish & monitor content…
N/A N/A 83
45176
Whitening-Sinabro
Enables Korean keyword niche analysis using Naver SearchAd API data for CPC, co…
N/A N/A
45177
hexingyuofficial
Streetlight Claim
Enables MCP-capable agents to control REAPER through safe, typed operations for…
N/A N/A
45178
sabbour
Exposes Agentweaver runs and outcomes as MCP tools for Claude Desktop and compa…
45179
ayuriiuni-prog
mcp_db Claim
MCP server for exploring metadata of corporate databases: table structures, rel…
45180
CloneYourProj0
MCP server for Xiaohongshu automation, enabling feed browsing, search, note pub…
45181
loreum-app
Connects MCP-compatible AI assistants to query and modify worldbuilding data (e…
45182
Sladck
Connects WHOOP fitness data to Claude Desktop, enabling natural language querie…
N/A N/A 95
45183
guodaxia103
Tabrix Claim
Enables MCP clients to control and interact with the user's real Chrome browser…
45184
jonathanrorbet-dotcom
postgress Claim
N/A N/A 95
45185 N/A N/A 95
45186
mstocker1
A Model Context Protocol server that lets an LLM open web pages, list interacti…
45187
onlythebestswfl
customclaw Claim
A curated registry of small, focused utilities for building LLM and agent code …
81
45188
nlapi
Cabrini Claim
Intelligence exchange for AI agents. Contribute reasoning. Earn data. No keys r…
45189
imvickykumar999
Enables users to manage Telegram reminders via natural language or commands, wi…
N/A N/A
45190
dandelionrosegroup
An MCP server that gives AI coding assistants persistent memory across sessions…
N/A N/A
45191
lucascortazz
Enables execution and monitoring of Cucumber.js + Playwright automated tests, i…
N/A N/A
45192
flaviagaia
Exposes Rancher-managed clusters as tools for AI assistants, enabling SRE tasks…
45193
TradeOS-AI
[TEST] TradeOS MCP bridge: ticker search, My Agent, chart TA, macro news. npm o…
45194
VitexSoftware
Enables AI assistants to interact with Semaphore UI for managing Ansible, Terra…
45195
davad00
Enables AI agents to access and interact with the Sefaria database of Jewish te…
N/A N/A
45196
delt4d
Enables AI models to search and read topics from the Sankhya community discussi…
N/A N/A
45197
benhaotang
Enables searching and retrieving academic paper metadata from Semantic Scholar,…
45198
kimdoogi
Enables natural language interaction with Toss Securities Open API for stock qu…
N/A N/A
45199
artur282
A powerful MCP server that brings the skills.sh ecosystem directly to your AI a…
N/A N/A
45200
coldmans
Enables users to anonymously share and pass along songs with messages in mood-b…
Showing 45151–45200 of 66518 servers
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