MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54051
eugeneoh04
Enables LLMs to autonomously query AWS CloudWatch Logs and perform structured r…
54052
pongsakorn-onsri
Enables AI assistants to trade on MetaTrader 5 on Linux by bridging the Windows…
54053
Bilel-Eljaamii
Provides AI agents with tools to interact with the Revolut X crypto exchange fo…
54054
metalevel-tech
MCP server for image optimization, conversion, AI generation, and gallery manag…
81
54055
MichaelGNielsen
Enables fetching and managing dad jokes with tools for random jokes, multiple j…
54056
datacore-one
Datacore Claim
AI second-brain engine: GTD, knowledge graph, and engram memory over MCP.
N/A N/A
54057
Parikshit2005
Production-grade MCP server for Indian agriculture and utility workflows, enabl…
N/A N/A
54058
NguyenTrinh3008
Provides a unified MCP interface that proxies requests to multiple backend serv…
N/A N/A 95
54059
babosina
LibraryMCP Claim
A library management MCP server supporting book search, member management, and …
N/A N/A
54060
archimedes-market
Read-only PostgreSQL analytics MCP server — query plans, slow queries, index us…
54061
olaurendeau
Exposes the Camptocamp.org API to LLMs, enabling querying of alpine routes, sum…
54062
mbj733
nexus-mcp Claim
A local MCP server for Nexus Mods mod discovery, research, and downloading, bac…
N/A N/A
54063
aayushmdesai
Live .NET runtime diagnostics for AI assistants. Ask Claude to diagnose memory …
N/A N/A
54064
chaser164
CronGrid Claim
This MCP server enables LLMs to POST, GET, and DELETE cron jobs that schedule e…
54065
dicoy
mcp-devenv Claim
An MCP server that gives your AI assistant full awareness of your local dev env…
N/A N/A
54066
Cyoda-platform
Enables AI assistants to interact with Cyoda platform entities and workflows th…
54067
orhanucok
Relay Claim
Enables AI to delegate boilerplate, drafts, tests, and refactors to free LLM pr…
54068
synonymouse
Enables indexing and semantic search of software project files via MCP, with au…
N/A N/A
54069
thalovant
MCP server for Thalovant control-plane and hub runtime APIs, supporting local s…
54070
BACH-AI-Tools
tavily-mcp Claim
MCP server providing search, extract, map, and crawl tools powered by Tavily fo…
54071
ilyadurov97
korral-mcp Claim
MCP server that lets a Duvo agent talk to Korral's StoreLink API, enabling cate…
54072
ariburaco
A Model Context Protocol server that provides semantic search and intelligent a…
54073
PareshSoni468
Bridges Katalon Studio with Claude AI for intelligent QA automation, enabling p…
N/A N/A
54074
chainpayto
Enables AI agents to directly operate ChainPay cryptocurrency payment system, i…
54075
awalcutt
Enables AI assistants to access Washington State Legislature data for bill trac…
54076
CuteCar384
Enables controlling a Unitree GO2 robot's motion (forward, backward, left, righ…
N/A N/A
54077
HelpFreedom
Provides current weather and forecasts for any city via natural language, using…
54078
beardfaceguy
daimonos Claim
Agent-optimized MCP server replacing built-in file, search, exec, and git tools…
N/A N/A
54079
jernejk
An MCP server that enables AI agents to search and retrieve SSW Rules, a collec…
N/A N/A
54080
ivo-toby
Generates podcast audio from scripts using Google Gemini TTS, supporting single…
54081
RextonWong
sellabot-mcp Claim
An MCP server that exposes marketplace seller operations (Shopee first) as tool…
N/A N/A
54082
sniebauer
Enables full CRUD operations on Zendesk admin configurations like triggers, aut…
54083
ynnekF
mcp-server Claim
A simple, extensible MCP server implementation for local use with tools like Co…
N/A N/A
54084
ArnoLegi
MCP INPI Claim
Enables querying French business registers (RNE, BODACC) and trademarks via INP…
54085
prismteam-ai
Enables semantic search and ingestion of investor content using Upstash Vector …
54086
jimiaki7
aster-guard Claim
Enables scanning MCP server configurations for security risks like prompt injec…
N/A N/A
54087
postoria-app
Enables MCP-compatible clients to create, schedule, queue, inspect, and delete …
54088
Maxbleu
Enables Formula 1 data analysis through natural language, providing tools like …
54089
aayush13022
Enables appending to Google Docs and creating Gmail drafts with OAuth 2.0 authe…
N/A N/A
54090
syashwanth3110
A simple Model Context Protocol server that provides an addition tool for addin…
N/A N/A
54091
nechamiToledano
Enables fetching weather forecasts for Israeli cities by controlling a headless…
N/A N/A
54092
einsteindark-edgm
A Model Context Protocol server that enables listing and reading PDF documents …
N/A N/A
54093
jackmis0724
styx-mcp Claim
Provides 7 reverse-engineering tools (hexdump, disasm, strings, xref, Ghidra de…
N/A N/A
54094
cphoskins
Enables generating presentations, documents, webpages, and social posts via Gam…
54095
developer-ishan
pexels Claim
MCP server for searching Pexels stock photos, videos, and curated collections.
N/A N/A
54096
ccq1
Provides access to Chinese mainland financial data including A-stock quotes, fi…
54097
ericutility-prog
MCP stdio server, one tool buy_verified_burst — x402 pay-only-if-verified infer…
54098
hyzaw
A proxy middleware for the Variflight MCP server with token rotation, intellige…
N/A N/A
54099
gossipauthorxpm
docs-mcp Claim
MCP server for reading and writing .docx files. Exposes four paginated tools so…
N/A N/A
54100
r9drig-tech
Enables controlling Power BI with AI through natural language commands for crea…
Showing 54051–54100 of 67226 servers