MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52551
ReyemTech
mcp-canada Claim
MCP server giving AI agents structured access to Canadian federal, provincial, …
52552
Suisei110
Enables AI assistants to create, duplicate, list, and run Apple Shortcuts using…
N/A N/A
52553
guybr3000
Second Brain Claim
Persistent, semantically-searchable memory for AI agents using local PostgreSQL…
N/A N/A
52554
robderstadt
MCP server that enables AI assistants to access real-time vessel tracking, port…
52555
markchiang
HERB Lookup Claim
Map genes, targets, diseases, herbs, and ingredients within the HERB database. …
N/A N/A 95
52556
CSOAI-ORG
mitre-atlas-mcp Claim 1
MITRE ATLAS — Adversarial Threat Landscape for AI Systems. Tactics + techniques…
N/A N/A 81
52557
maxancedecot
Gripp MCP Claim
MCP server for the Gripp API, enabling CRUD operations on Gripp entities with b…
52558
ben-vargas
Enables indexing and searching Obsidian notes via MCP, using Cloudflare's serve…
N/A N/A
52559
vaibhavpandeyvpz
cronmcp Claim
Cron scheduler stdio MCP server that enables creating and managing scheduled pr…
N/A N/A
52560
mtford90
httap Claim
An MCP server that enables AI agents to intercept, inspect, and modify HTTP tra…
N/A N/A
52561
SyedAnas01
An MCP server that provides safeguard capabilities to protect against prompt in…
52562
busabase
busabase Claim
Database for your AI agent. Turn its output into data, docs, skills, and apps y…
52563
vfh-tech
Enables AI agents to read, write, and manage Google Sheets using the Google She…
52564
tradingale
Martingale Intelligence for AI trading agents. Provides proprietary scores and …
81
52565
michaeltrilford
Provides design system guidelines and component documentation to Cursor Desktop…
N/A N/A
52566
clay-good
OpenLore Claim
Provides persistent architectural memory and structural cognition for AI coding…
N/A N/A
52567
cronozen
Tamper-proof audit trail for AI decisions. 6 tools to record, verify, and expor…
81
52568
PROSPIRE-TECHNOLOGY-SERVICES
nagios-mcp Claim
MCP server for Nagios Core that enables querying host and service status, alert…
52569
Elkhn
sap-hana-mcp Claim
An MCP server for SAP HANA that enables listing tables, columns, running SQL qu…
52570
pipeworx-io
Jina AI Reader/Search MCP that turns any URL into clean LLM-ready markdown and …
52571
basicbill
Enables users to fetch, analyze, and visualize RAOB upper-air sounding data, in…
N/A N/A
52572
Glebenjoy
Hyperliquid perp & spot data: prices, funding, open interest, order book, posit…
N/A N/A
52573
rajatsandeepsen
Provides a template to run an MCP server in a Next.js project using the Vercel …
52574
popstas
Enables integration with Planfix CRM and task management system, allowing lead …
52575
aandersen2323
A complete MCP server enabling AI assistants to manage cPanel hosting through n…
52576
YawLabs
MCP server for the LemonSqueezy API. Enables managing stores, products, custome…
52577
publishednft
Enables AI assistants to access Published NFT documentation, NFT collections, F…
52578
mikeh-22
A Model Context Protocol (MCP) server that lets AI assistants interact with Tra…
52579
huohou0418
Stock MCP Claim
Unifies inventory data from four sources (Jikeyun, Supor factory, WeChat Excel,…
52580
kevinten-ai
mcp-ffmpeg Claim
Provides 30+ FFmpeg video and audio editing tools via MCP, enabling AI assistan…
N/A N/A
52581
flowcast-studio
Flowcast Claim
Turn your AI coding agent into a producer of interactive, narrated walkthroughs…
N/A N/A
52582
Mnehmos
Enables AI assistants to search and retrieve academic papers from arXiv through…
81
52583
feedclaw
FeedClaw Claim
The approval inbox for AI agents. Your agent drafts, you approve, it publishes.…
81
52584
VladMain
Enables AI assistants to interact with JetBrains YouTrack for issue, project, a…
52585
raya-ac
engram Claim
A cognitive memory system for MCP that provides hybrid retrieval, memory layers…
52586
enrique-pastrana
Read-only MCP server that exposes Fathom meetings and transcripts as tools for …
52587
eothL
Read-only MCP server for querying a running Obsidian vault from agentic runtime…
N/A N/A
52588
ideaCompany
MCP server for TikTak time tracking and invoicing API, enabling AI assistants t…
52589
CentralInfraCore
Stores and serves a single conversation/session context for CIC agents, providi…
52590
DanielBirk04
capus Claim
Persona-driven LLM agent testing for macOS and web apps through a local MCP dae…
N/A N/A
52591
4nm1tsu
vikunja-mcp Claim
Enables AI assistants to interact with Vikunja task management instances, provi…
52592
MCP-Mirror
Provides comprehensive access to 471+ DigitalOcean API endpoints, enabling AI a…
81
52593
Santiagociroc11
Dynamis Claim
MCP server for the DYNAMIS doctrine system, providing access to expert knowledg…
N/A N/A
52594
Nubaeon
Epistemic DJ Claim
MCP server that transforms cognitive state into generative music by mapping 13 …
N/A N/A
52595
pipeworx-io
Enables AI agents to search, query, and explore datasets from the Centre-Val de…
52596
zekovdev
mcp-pdf-utils Claim 1
An MCP server for local PDF manipulation including merging, splitting, rotating…
N/A N/A 95
52597
nyang64
Provides tools for interacting with Databricks clusters, jobs, and workspace op…
N/A N/A
52598
NancyAlejandraNardelli
Enables secure natural language querying of a clinical SQL Server database usin…
N/A N/A
52599
fritsferdiansyah38-EOS
simba-mcp Claim
Connects AI assistants to marketing mix models, enabling natural language data …
N/A N/A
52600
AnCarsenat
MineCode MCP Claim
MineCode is a local MCP server that provides AI assistants with real-time acces…
N/A N/A
Showing 52551–52600 of 66502 servers