MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
29501
mechatronic-solutions-llc
WeatherForensics is a Data as a Service (DaaS) that provides comprehensive hist…
N/A N/A
29502
kazuph
A server that allows interaction with Google's Gemini AI through the Gemini CLI…
N/A N/A 95
29503 N/A N/A 95
29504
merciless-artist
serverclaude Claim
N/A N/A 95
29505
metatool-ai
metatool-app Claim
MetaMCP is the one unified middleware MCP server that manages your MCP connecti…
81
29506
ValkDB
dbdense Claim
Offline database schema context for LLM agents. Extract once, serve via MCP — n…
N/A N/A
29507
parthmodi152
todoist-ai Claim
N/A N/A 95
29508
AsimRauf1997
Convert amounts between currencies with up-to-date rates. Get accurate conversi…
N/A N/A 95
29509
antivirusakash
Generate images dynamically using the OpenAI gpt-image-1 model. Enhance your ap…
N/A N/A 95
29510
DispatchTickets is a powerful SaaS-based ticketing and dispatch management plat…
N/A N/A
29511 N/A N/A 95
29512
gupta-kush
spotify-mcp Claim
93-tool Spotify server with smart shuffle, natural language song search, vibe a…
29513
Pingfyr
Pingfyr Claim
Enables AI agents to schedule and manage reminders across platforms like email,…
29514
Reactive Resume is a free and open-source resume builder designed to simplify t…
29515
dhruvvenkat
A local MCP server that transforms an Obsidian vault into a structured learning…
N/A N/A
29516 N/A N/A 95
29517
LuiccianDev
A Python server implementing Model Context Protocol for advanced Microsoft Word…
N/A N/A 95
29518
Your OctoData API key. Get free at api.octodamus.com/v1/signup or buy at api.oc…
N/A N/A
29519
JcBouquin
Enables users to fetch and display various types of jokes (Chuck Norris, Dad jo…
81
29520
Search CupShup's marketing knowledge base — services, case studies, and insight…
29521
Explore the World through Live Webcams Explore the World in Real-Time: 10,000+ …
29522
local-filesystem
Explore and organize files and folders across your workspace. Read, write, move…
N/A N/A 95
29523
null
This MCP (Model Context Protocol) server provides access to UNHCR data through …
81
29524
kinzen
linewhiz Claim
AI-powered MCP server for managing LINE Official Accounts. Send broadcasts, pus…
29525
meridian-edge
Real-time prediction market consensus data for AI agents
N/A N/A
29526
@itskaransingh
docling-mcp-dev Claim
N/A N/A 95
29527
moltarch Claim
Marketing intelligence API for AI agents. Get strategic recommendations, build …
29528
yifanyifan897645
mcp-checkup Claim
Analyze your MCP setup: token costs, grades, duplicates, and optimization tips
N/A N/A
29529 N/A N/A 95
29530
virtuowhizsalesforce-tech
A FastAPI-based server that enables interaction with Salesforce through the Mod…
29531
daedalus
mcp-numpy Claim
An MCP server that exposes NumPy functionality
N/A N/A
29532
vmunagalatrifinlabs
salesroom Claim
N/A N/A 95
29533
novuhq
Enables AI agents to interact with Novu's notification system, facilitating ope…
81
29534
vini1994
Provide secure and detailed analysis of your BingX trading data through a speci…
N/A N/A 95
29535
cgauge
Validate and experiment with Model Context Protocol server implementations supp…
N/A N/A 95
29536
annibale-x
webshift Claim
Rust MCP server for denoised web search — fetch, clean, and rerank web content …
N/A N/A
29537
yevheniikravchuk
Enables git repository operations through REST endpoints, providing access to r…
N/A N/A 95
29538
icoretech
warden-mcp Claim
MCP server for Bitwarden and Vaultwarden vault management. Search, create, edit…
29539
gambletan
Local-first AI memory engine — 4-tier memory, people graph, Bayesian beliefs. E…
N/A N/A
29540 N/A N/A 95
29541
NimbleBrainInc
Enables access to 200,000+ machine learning models through the Hugging Face Inf…
81
29542
LaunchpadAI
An open source toolkit that converts 280+ integrations into MCP servers for use…
N/A N/A 95
29543
mbrown1837
Enables comprehensive WordPress and Elementor management through 60 powerful to…
81
29544
bioanywhere
Connects AI assistants to GitLab projects, enabling natural language queries fo…
81
29545
Google Drive Claim 2
Google Drive integration with file operations, folder navigation, search, and s…
N/A N/A 61
29546
ndl-systems
kevros-mcp Claim
Governance primitives for autonomous agents — verify actions against policy, re…
81
29547
aare-ai
Aare MCP Claim
Enables formal verification of LLM outputs against compliance ontologies using …
81
29548
luminati-io
Discover, extract, and interact with the web - one interface powering automated…
81
29549
BryanCaves
Enables access to Twitch API data for retrieving channel statistics, viewership…
81
29550
Jira-MCP
A Model Context Protocol (MCP) server for interacting with Atlassian Jira. Conn…
N/A N/A 95
Showing 29501–29550 of 30006 servers
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