MCP Server Quality Scores

Independent quality analysis of 64698 public MCP servers

64698
Discovered
30671
Scored
2112
Verified
16953
Complete

Last updated 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38001
fanghaoling
Multi-model adversarial design review MCP server that distributes design docume…
N/A N/A
38002
asterdex
An MCP server for Aster Futures and Spot APIs, enabling AI agents to query mark…
38003
jpace
SkillRepo Claim
A permanent home for publishers. A curated skill library your team installs fro…
N/A N/A 95
38004
Jimmyh-world
A specialized gateway that simplifies Cardano blockchain integration for applic…
38005 N/A N/A 95
38006
cacheout-app
cacheout-mcp Claim
MCP server for macOS disk cache management. Enables AI agents to free disk spac…
N/A N/A
38007
xwchris
Generates beautiful Xiaohongshu-style cover images via AI, integrated with MCP-…
38008
asvarnon
mcp-homelab Claim
An MCP server that gives AI assistants real-time access to your homelab infrast…
38009
RaziStuff
code-search Claim
Semantic + lexical code search as an MCP server. Agents query in natural langua…
N/A N/A
38010
mefai-dev
MCP server providing 12 computed intelligence tools for Binance, including accu…
38011
tboard2008
tutorial Claim
N/A N/A 95
38012
bonesdefi
Tripwire Claim
Security gateway for MCP agents: blocks prompt-injection-driven tool calls befo…
N/A N/A
38013
desklamp-developers
Clueso Claim
Make videos and docs with your AI agent — describe what you need, every output …
38014
djtellado
Nexus Finance API — compliance audit, VaR/RWA risk, market quotes and case mana…
N/A N/A
38015
covertlabsaus
Colab MCP Claim
Enables AI coding assistants like Claude Code, Cursor, and Codex to share chat …
N/A N/A 95
38016
ethereumfollowprotocol
Provides read-only access to Google Drive meeting transcripts and Google Calend…
N/A N/A
38017
Brainrot-Creations
Socials MCP Claim
Enables Claude to perform actions on X, LinkedIn, and Reddit via a Chrome exten…
N/A N/A
38018
hurutta
A Model Context Protocol server that retrieves Bangla news headlines and allows…
38019
georgittanchev
Drop-in replacement for Claude's native web_search and web_fetch tools, resolvi…
N/A N/A
38020
KirtiJha
Enables natural language interaction with Salesforce for data operations, schem…
38021
Sony17
Enables federated search across 10 open-knowledge providers via Open Idea. User…
38022
lazymac2x
Enables instant creation of mock API servers from OpenAPI specs or natural lang…
N/A N/A
38023
kenjudy
MCP server for saving URLs to Instapaper via the Instapaper Simple API.
38024
tc2fh
reactome-mcp Claim
Enables coding agents to interact with the Reactome pathway database, including…
38025
BautistaPessagno
CollabMCP Claim
Provides shared real-time context for Claude Code agents, including scope aware…
N/A N/A
38026
manavgup
Intelligent PR boundary detection and recommendation system that analyzes git c…
38027
tom832
Provides chemical informatics endpoints for converting between chemical names a…
38028
pipeworx-io
Enables AI agents to query the Semantic Scholar Academic Graph for scholarly pa…
38029
concensure
clair Claim
An MCP server that reduces token usage by lazily loading skills and tools only …
N/A N/A
38030
nightwing-7
Enables AI co-pilots to interact with TradingView charts, manage alerts via RES…
N/A N/A
38031
edvardlindelof
notes-mcp Claim
A simple MCP server for chatbot/human collaborative management of text content …
N/A N/A
38032
MarceauSolutions
upwork Claim 1
MCP server for Upwork job discovery, client analysis, and proposal assistance
N/A N/A 83
38033
MicaelJarniac
mcpgate Claim
A stateless gateway that turns any OpenAPI spec into MCP tools on the fly.
38034
oangelo
MCP server for managing Homebox inventory via AI assistants, enabling item mana…
38035
Masmedeam
Remote MCP learning coach for coding agents.
38036
abdulhadi-98
mautic-mcp Claim
A lightweight MCP server that connects Claude AI to Mautic marketing automation…
81
38037
diana.jinhyeon
tt Claim
N/A N/A 95
38038
bnusunny
An MCP server that enables LLM coding agents to deploy web applications to AWS …
38039
sjgant80-hub
Exposes sales outreach and psychological profiling tools (psyche, research, DMs…
38040
Iot-Viet-Solution
MCP server for qlda-viot task tracking, providing tools to view dashboard, upda…
38041
crims0n
nwtools-mcp Claim
Provides accurate IPv4 subnet and address tools for LLMs using Python's ipaddre…
38042
AvivK5498
An MCP server for video generation using Kling Omni and Seedance 2 via PiAPI, w…
N/A N/A
38043
farhadjaman
This project integrates tldraw with Claude AI using the Model Context Protocol …
38044
ALLY596
voice-mcp Claim
An MCP server for AI voice synthesis with an inline audio player, allowing user…
38045
gppsys
Aggregates data from email, calendar, tasks, and documents to enable intelligen…
38046
recourseOS
RecourseOS Claim
MCP server that evaluates Terraform plans, shell commands, and tool calls to as…
N/A N/A
38047
ljzloser
MCP Tool Hub Claim
A desktop management platform for plugin management, log querying, service cont…
N/A N/A
38048
Kartaverse
Enables AI assistants to discover, connect to, and control LightWave3D Modeler …
N/A N/A
38049
WebexCommunity
Enables automated messaging, room management, and team collaboration through th…
38050
asdfas988
Enables AI agents to fetch any web page as clean markdown or screenshot it, tur…
Showing 38001–38050 of 64698 servers
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