MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35951
RyanCardin15
NOAA tides and currents: water levels, tide predictions, currents, met data, fl…
35952
Ooak21
CorteX402 Claim
Pay-per-call x402 data products on Base mainnet — sanctions screening, aviation…
35953
Koslovski79
Wraps multiple bug bounty platform APIs (HackerOne, Bugcrowd, etc.) behind a un…
35954
SelfPy
Academic peer-review and research workflow tools from [Science AI Journal](http…
35955
elevenlabs
Enables creating and managing ElevenLabs conversational AI agents with an inter…
35956
srimankatipally
CompleteMCP Claim
Enables tailoring resumes to job descriptions by scraping JDs, applying rules, …
N/A N/A
35957
qinouz
qsw-mcp Claim
Smart Doc MCP Server that enables AI agents to read web pages (with or without …
N/A N/A
35958
zaxardery8011-design
Verifies AI agent completion claims by checking that claimed output files exist…
N/A N/A
35959
tenki-labs
datanorge Claim
An MCP server to find and fetch Norwegian open government data from data.norge.…
35960
l-agence
agence Claim
AI governance MCP server — policy enforcement, skills, memory, multi-LLM consen…
N/A N/A
35961
griffin-the-arcanist
world-sense Claim
Read-only live geopolitical-risk sensing for agents. ARCANE notices; never fore…
35962
beshogun
planwire-mcp Claim
UK planning application data for AI agents. Search, look up, and geo-query ever…
81
35963
fabianonetto
Provides comprehensive AI-agnostic access to all Firefly III personal finance f…
35964
RohitYajee8076
backburner Claim
Run long shell commands as background tasks: start them, keep working, collect …
N/A N/A
35965
piprail
PipRail Claim
A budget-bound x402 payment wallet for AI agents: it autonomously pays HTTP 402…
N/A N/A
35966
Aleksey-Panf
MCP server that lets AI agents cross-post content to Telegram, Discord, Mastodo…
81
35967
Murugarajr
OHM MCP Claim
Provides comprehensive Python code refactoring capabilities including AST-based…
N/A N/A 95
35968
claudioscheer
A local MCP server that indexes codebases into Neo4j and provides tools for cod…
N/A N/A
35969
afthabvp
A comprehensive MCP server for the Indian stock market, providing 68 tools for …
N/A N/A
35970
akeyless-community
Secretless database and cloud access via Akeyless RTA. Credentials never enter …
N/A N/A
35971
nishant
test1 Claim
N/A N/A 95
35972
emretheus
Search past Claude Code conversations. Local BM25 over JSONL with one-click cla…
N/A N/A
35973
bxxf
Connects a model to OlaOla supplement store data for personalized supplement re…
81
35974
thetatoken
Official MCP server for Theta EdgeCloud's On-Demand Model APIs, providing acces…
35975
hiltonbrown
A template for building MCP servers in Next.js applications using the Vercel MC…
81
35976
nicolasramos
odoo-mcp Claim 2
MCP server for Odoo 18 with 38 business tools
N/A N/A 83
35977
turtlehq-tech
Multi-broker trading MCP server for Claude AI, unifying Kite, Groww, and Dhan w…
35978
nitram509
Enhanced Model Context Protocol (MCP) server for Odoo ERP with advanced tools f…
35979
aitools420
An MCP server for coordinating a permissionless swarm of AI agents to discover,…
35980
jonah791
Clyan Claim
Enables AI agents to clean disk space by scanning and removing temporary files,…
N/A N/A
35981
cortezcristian
An implementation that enables AI assistants to interact with Kubecost cost man…
81
35982
dbuxton
litmos-mcp Claim
Read-only MCP server for Litmos LMS that exposes user profiles, course results,…
N/A N/A
35983
junhyeok0703
policy-mcp Claim
Connects policy documents to Claude.ai via vector search, allowing natural lang…
N/A N/A
35984
Cherine0205
BioNext-mcp Claim
Enables bioinformatics analysis through natural language conversations with Cla…
N/A N/A
35985
jdubois
A wrapper around the Azure CLI command line that allows you to talk directly to…
N/A N/A 95
35986
Socialpranker
agentburn Claim
Local profiler for AI agents: burn by source, overnight bill, behavioral forens…
N/A N/A
35987
matthewdtowles
MCP server for I Want My MTG that enables conversational search of Magic: The G…
35988
axel-belfort
NFT metadata lookup API for AI agents. Get name, image URL, attributes, descrip…
81
35989
stoicsoft
1AIVault Claim
Portable AI memory vault — save memories, skills, and configs to a local databa…
N/A N/A
35990
stuartphilp
Enables interaction with Incident.io to manage incidents, severities, and healt…
35991
coinranking
Coinranking Claim
Provide real-time and historical cryptocurrency data, market statistics, and ex…
N/A N/A 95
35992
DanielOrtiz0220
Find NYC public restrooms and their latest Parks inspection status, from NYC Op…
N/A N/A
35993
piplin-es
Provides a persistent Python REPL session as a tool for executing code, managin…
N/A N/A
35994
WasmAgent
Code-mode MCP server (docs_search + execute_code two-tool surface) backed by a …
35995
xue20010808
testlocal Claim
N/A N/A 95
35996
Bing-Xuan-Lu
A Node.js MCP server that gives Claude Code direct access to file operations, d…
N/A N/A
35997
psiQAQ
Zotero Agent Claim
An MCP server that embeds into Zotero, enabling AI agents to search, manage, en…
N/A N/A
35998
zhaoxshuai
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
35999
DimitrisPasakaleris
Enables Claude to read and send WhatsApp messages, including media and call his…
N/A N/A
36000
adminpb
Bridges your Nightscout CGM data with AI assistants via the Model Context Proto…
Showing 35951–36000 of 67181 servers
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