MCP Server Quality Scores

Independent quality analysis of 64766 public MCP servers

64766
Discovered
30724
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32101
krollchristensen
A demo MCP server built with FastMCP that provides weather, calculation, and cu…
N/A N/A
32102
fawazbayureksa
A Laravel-based AI-powered chat interface for business management operations, e…
32103
Ahmedelmonady
Unified MCP server for Gameball's documentation and API integration, enabling d…
N/A N/A
32104
cgmzfy
mcp111 Claim
N/A N/A 95
32105
Dmitriusan
A lightweight npm MCP server for deep Redis diagnostics, offering tools for mem…
N/A N/A
32106
atillab1
embedded-mcp Claim
Lets AI assistants read, command, and debug microcontrollers over a serial conn…
N/A N/A
32107
shieldly-io
shieldly-mcp Claim
Enables AI assistants to analyze AWS IAM policies and CloudFormation templates …
32108
derekkucera
Enable Claude to autonomously trade, analyze, and manage positions on Polymarke…
32109
ArmandAguilar
mcp-dropbox Claim
MCP server that enables agents to save documents to Dropbox, offering tools for…
32110
Dheeraj32903
Manages, edits, backups, and validates Claude Desktop and other client JSON con…
N/A N/A
32111
clawdcraft
fizzy-mcp Claim
MCP server for Fizzy, Basecamp's open-source Kanban tool. Enables AI assistants…
32112
saya6k
Exposes the Wardrowbe wardrobe API as MCP tools, enabling outfit suggestions, i…
32113
toby1123yjh
Java diagnostics MCP server for LLM integration with Alibaba Arthas, enabling a…
N/A N/A
32114
johnib
ravendb-mcp Claim
A Model Context Protocol server that enables AI assistants to interact with Rav…
32115
blockchainacademics
mcp Claim
Crypto MCP — 99 tools across news, market, on-chain, sentiment, indicators, age…
N/A N/A
32116
MSelcukAkbas
Enables secure SSH command execution and log retrieval with intelligent summari…
N/A N/A
32117
KasperHonore
Foam-Agent Claim
Automates OpenFOAM CFD simulations via MCP, enabling AI agents to mesh, run, an…
N/A N/A
32118
pipeworx-io
Enables querying Switzerland's federal open-data portal (opendata.swiss) via a …
32119
aliildan
Cochrane MCP Claim
Turns the Cochrane Library into a tool for AI agents to search and retrieve cli…
N/A N/A
32120
zhangzwd
A lightweight MCP gateway that aggregates multiple MCP services into a unified …
N/A N/A
32121
tkddnjs-dlqslek
Enables management of work schedules through KakaoTalk native calendar integrat…
32122
huss-mo
GroundMemory Claim
An MCP-native, local-first memory server that gives AI agents persistent, struc…
32123
nuwainfo
ffl-mcp Claim
MCP server for ffl. Let AI share anything for you.
N/A N/A
32124
jangisaac-dev
OwlOCR MCP Claim
A macOS-based MCP server that enables high-accuracy text extraction from PDF an…
N/A N/A 95
32125
100shpaik
Analyzes traffic patterns throughout the day using Google Maps API and provides…
32126
goal31121
An MCP server enabling natural language queries for TON blockchain data, includ…
32127
mxfksta
MCP server for the Kilkaya analytics API, enabling querying analytics data, lis…
32128
ZachPackull
Enables read-only search and export of Outlook emails and attachments with a ch…
N/A N/A
32129
kennetchau
MCP Server Claim
A modular MCP server providing file operations, web search, URL scraping, and s…
32130
pipeworx-io
Enables searching and querying Lake County, Illinois open geospatial data (parc…
32131
TheBlueHouse75
Delegate real-world actions from Claude Code, Codex, and other agents to Hermes…
N/A N/A
32132
yv12
An MCP server that exposes Google Docs and Gmail capabilities to LLMs via SSE t…
32133
invarium-ai
invarium Claim
81
32134
Shiv-D-Coder
Enables interaction with Gmail, Google Drive, and Google Classroom through Fast…
32135
Dirichelet
A Model Context Protocol (MCP) server that enables remote access to OpenCode AI…
N/A N/A
32136
chenshuai9101
agent-fde Claim
A methodology-driven MCP server that guides enterprise AI rollouts through a 5-…
N/A N/A
32137
chanakayaa
Enables AI assistants to manage Nessus vulnerability scans, analyze results, an…
N/A N/A
32138
priyanshum143
mcp-ffmpeg Claim
A job queue-based FFmpeg wrapper enabling AI assistants to perform video proces…
N/A N/A
32139
ramandeep5singh
Enables Claude Desktop to manage personal expenses through natural language, pr…
N/A N/A
32140
anthropics
claude-ai-mcp Claim
Report issues related to MCP integration with Claude here.
N/A N/A
32141
bun913
A minimal network monitoring MCP tool for Playwright browser automation. Just 5…
N/A N/A
32142
davidmosiah
Fitbit MCP Claim
Local-first MCP server that connects AI agents to your Fitbit activity, sleep, …
32143
jigsgfx
Read-only MCP bridge exposing Hermes gateway monitoring tools (status, mission …
32144
bl00dclot
gsap-mcp Claim
A static code generation server for GSAP animations. It provides 18 tools to ge…
N/A N/A
32145
sanjay-vasoya
Enables fetching public repositories for a given GitHub username, returning cur…
N/A N/A
32146
soapboxbuild
Enables interaction with GRESB's Real Estate ESG Benchmarking API, allowing use…
32147
bobby060
MCP server that integrates with AnyList for managing shopping lists, recipes, a…
32148
alesya-h
A meta MCP server that orchestrates other MCP servers by lazily connecting to t…
81
32149
marlondivino
Refines development prompts and stores semantic memory to save tokens in comple…
32150
CSOAI-ORG
Automated security red-team for any MCP server that scans manifests against OWA…
Showing 32101–32150 of 64766 servers
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