MCP Server Quality Scores

Independent quality analysis of 64210 public MCP servers

64210
Discovered
30395
Scored
2112
Verified
16953
Complete

Last updated 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60051
cgmzfy
mcp111 Claim
N/A N/A 95
60052
Dmitriusan
A lightweight npm MCP server for deep Redis diagnostics, offering tools for mem…
N/A N/A
60053
everford
Fetcher MCP Claim
A server that allows fetching web page content using Playwright headless browse…
N/A N/A 95
60054
jkwjkw1020-bot
jaso-mcp Claim
A simple notes system that allows creating, storing, and accessing text notes t…
N/A N/A 95
60055
Tampermonkey
MCP server to manage your Tampermonkey scripts
N/A N/A
60056
clawdcraft
fizzy-mcp Claim
MCP server for Fizzy, Basecamp's open-source Kanban tool. Enables AI assistants…
60057
derekkucera
Enable Claude to autonomously trade, analyze, and manage positions on Polymarke…
60058
ivinitus
MCP server for Zephyr Scale test management enabling test case, test run, folde…
N/A N/A
60059
shieldly-io
shieldly-mcp Claim
Enables AI assistants to analyze AWS IAM policies and CloudFormation templates …
60060
Dheeraj32903
Manages, edits, backups, and validates Claude Desktop and other client JSON con…
N/A N/A
60061
ArmandAguilar
mcp-dropbox Claim
MCP server that enables agents to save documents to Dropbox, offering tools for…
60062
greg0r1
Enables Claude Desktop to manage your LinkedIn profile and company pages, inclu…
N/A N/A
60063
blockchainacademics
mcp Claim
Crypto MCP — 99 tools across news, market, on-chain, sentiment, indicators, age…
N/A N/A
60064
johnib
ravendb-mcp Claim
A Model Context Protocol server that enables AI assistants to interact with Rav…
60065
toby1123yjh
Java diagnostics MCP server for LLM integration with Alibaba Arthas, enabling a…
N/A N/A
60066
saya6k
Exposes the Wardrowbe wardrobe API as MCP tools, enabling outfit suggestions, i…
60067
OFODevelopment
Supply chain & logistics intelligence — rate shopping across 85+ carriers, inve…
81
60068
huss-mo
GroundMemory Claim
An MCP-native, local-first memory server that gives AI agents persistent, struc…
60069
MSelcukAkbas
Enables secure SSH command execution and log retrieval with intelligent summari…
N/A N/A
60070
jangisaac-dev
OwlOCR MCP Claim
A macOS-based MCP server that enables high-accuracy text extraction from PDF an…
N/A N/A 95
60071
aliwatters
Browser automation for AI agents via the Model Context Protocol, enabling web n…
N/A N/A
60072
fastmcp-me
Enables natural language management of Apache Airflow workflows, including DAG …
60073
aliildan
Cochrane MCP Claim
Turns the Cochrane Library into a tool for AI agents to search and retrieve cli…
N/A N/A
60074
nuwainfo
ffl-mcp Claim
MCP server for ffl. Let AI share anything for you.
N/A N/A
60075
Feynman520
Drives real PowerPoint desktop application for true-fidelity PDF export and per…
N/A N/A
60076
pipeworx-io
Enables querying Switzerland's federal open-data portal (opendata.swiss) via a …
60077
100shpaik
Analyzes traffic patterns throughout the day using Google Maps API and provides…
60078
goal31121
An MCP server enabling natural language queries for TON blockchain data, includ…
60079
loryanstrant
CaddyUI MCP Claim
Enables inspection and management of Caddy reverse proxy configuration via Cadd…
60080
Jorgelaw
Enables Obsidian vault to act as an MCP server for Claude and as an MCP client …
N/A N/A
60081
JakeTeagle
Ashby MCP Claim
Connects your Ashby recruiting data to Claude, enabling natural language querie…
81
60082
cammac
IBANforge Claim
IBAN validation, BIC/SWIFT lookup, Swiss clearing, SEPA compliance and risk ind…
81
60083
manganate006
Enables AI assistants to browse properties, manage conversations, update availa…
60084
prasanth-personal
Enables Agentforce agents to retrieve order status and loyalty points from exte…
60085
umbaman
Generates AnyLogic simulation models from natural-language prompts in Claude Co…
N/A N/A
60086
Nice-Wolf-Studio
Provides professional market data access via DataBento API, including real-time…
60087
vercel-labs
Helps migrate projects from AI SDK 4.x to 5.0 by generating a migration checkli…
60088
cspenn
karve Claim
Provides persistent semantic memory for Claude Code via local embeddings and si…
N/A N/A
60089
benoitvx
DVF Paris Claim
An MCP app that displays interactive Paris real estate price statistics per arr…
60090
Dirichelet
A Model Context Protocol (MCP) server that enables remote access to OpenCode AI…
N/A N/A
60091
chanakayaa
Enables AI assistants to manage Nessus vulnerability scans, analyze results, an…
N/A N/A
60092
bun913
A minimal network monitoring MCP tool for Playwright browser automation. Just 5…
N/A N/A
60093
chenshuai9101
agent-fde Claim
A methodology-driven MCP server that guides enterprise AI rollouts through a 5-…
N/A N/A
60094
apodi
Enables AI assistants to browse, read, compare, and validate OpenAPI contracts …
N/A N/A
60095
x746b
Multi-tier memory forensics MCP server combining a fast Rust engine with Volati…
N/A N/A
60096
sandriaas
Analyze Google Search Console performance with rich dimensions, advanced filter…
N/A N/A 95
60097
grandmaster451
Konnect Claim
Bridges AI agents to a real browser using a persistent daemon and Chrome extens…
N/A N/A
60098
Vaishnavi-jagan
A standalone MCP server that exposes API endpoints as tools for AI assistants, …
N/A N/A
60099
artisan-at-work
An MCP server for European invoicing rules. Query VAT rates, e-invoicing requir…
60100
ggemba
squad-mcp Claim
Exposes the squad-dev workflow as deterministic MCP tools, enabling task classi…
N/A N/A
Showing 60051–60100 of 64210 servers