MCP Server Quality Scores

Independent quality analysis of 67291 public MCP servers

67291
Discovered
32348
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
63151
Iploop
MCP server giving AI agents controlled residential-proxy web access with option…
63152
gits5213
MCP server for end-to-end QA automation: generates test scenarios, discovers Pl…
N/A N/A
63153
davidkelley
Sends desktop notifications when agents complete tasks, supporting local and re…
N/A N/A
63154
ClaudiuIO
Enables LLMs to save recipes directly to a Mealie instance by converting schema…
63155
IlyaBizyaev
Traggo MCP Claim
An MCP server for Traggo, a tag-based time tracking tool. Manage time spans, ti…
63156
QA-Shivam
A simple MCP server that provides calculator tools for basic arithmetic operati…
63157
talalakkari
agentic-cal Claim
Unified email and calendar management with AI agent, supporting email operation…
63158
Rotoslider
A persistent, human-like memory system for AI companions in LM Studio, using SQ…
N/A N/A
63159
FRESHSK
Enables AI agents to read, create, and analyze Microsoft OneNote notebooks, sec…
63160
martasd
Integrates BusinessMap (formerly Kanbanize) project management capabilities wit…
63161
hizml
yapi-mcp Claim
Exposes YApi's API management capabilities to MCP clients, enabling operations …
63162
digitaldrreamer
explee-mcp Claim
MCP server wrapping the Explee B2B data API, enabling AI agents to search compa…
63163
NASA-PDS
Provides access to the NASA Planetary Data System Registry API, enabling human-…
63164
jsamuel1
An MCP server for programmatically editing Jupyter notebooks, offering 29 tools…
N/A N/A
63165
tianhuil
MCP server for fetching web content with browser fingerprint camouflage, conver…
63166
Cronus87
An enterprise-grade management tool that enables Claude Code to securely intera…
81
63167
davidmosiah
Agent-first YouTube Shorts uploader with dry-run validation, OAuth checks and s…
N/A N/A
63168
PlatAid
Enables querying and analysis of Kakao Keyword Ads data, including campaigns, a…
63169
gautam-u
sieve-mcp Claim
Local AI chat history secret scanner for macOS. Finds API keys and secrets leak…
N/A N/A
63170
moliver28
Corpus-KB Claim
Local end-to-end RAG system for agentic code editors, exposing retrieval-augmen…
N/A N/A
63171
RosenAdvertising
mycase-mcp Claim
Enables Claude to access and manage your law firm's MyCase account, including c…
N/A N/A
63172
ChuprinaDaria
Provides access to Ukrainian pagan calendar with holidays, deities, folk wisdom…
N/A N/A
63173
bernardjhuang
agenttune Claim
Personality tuning files for AI agents: 43 MIT-licensed tunings + 5 inline pers…
63174
ROCTUP
Integrates AI agents with 1C:Enterprise databases via MCP and REST API, support…
63175
bacoco
An advanced MCP server that intelligently enhances prompts using 44+ metaprompt…
N/A N/A
63176
upascal
A remote MCP server for reading, writing, and managing items in your Zotero lib…
63177
donghunee
Hello Claim
Create quick, personalized greetings by name. Test workflows and integrations w…
N/A N/A 95
63178
Operative-Sh
web-eval-agent Claim 1
An MCP Server that autonomously debugs web applications with browser-use browse…
N/A N/A 95
63179
MonloHua
componentize Claim
Converts design screenshots into reusable Tailwind HTML components via MCP prot…
N/A N/A
63180
hawk20605
deckbase Claim
Turn any study material into flashcards by chatting with AI. Paste notes, URLs,…
81
63181
astrogirlnim
An MCP server providing AI agents with access to satellite imagery, geospatial …
N/A N/A
63182
diagrammo
dgmo-mcp Claim
Render 32 diagram and chart types to SVG/PNG with browser preview and HTML repo…
N/A N/A 95
63183
MCP-Mirror
Enables interaction with the Futarchy protocol on Solana, allowing users to man…
81
63184
MCP-Mirror
Enables querying and exploring the GitHub GraphQL API schema and executing opti…
81
63185
WeModulate
An MCP server that enables AI-powered music production by allowing Claude to co…
N/A N/A
63186
Pulkitgupta17
ClauseIQ Claim
A multi-agent AI system that reads Indian contracts, flags unfair clauses with …
63187
NguyenTrinh3008
Provides a unified MCP interface that proxies requests to multiple backend serv…
N/A N/A 95
63188
nechamiToledano
Enables fetching weather forecasts for Israeli cities by controlling a headless…
N/A N/A
63189
developer-ishan
pexels Claim
MCP server for searching Pexels stock photos, videos, and curated collections.
N/A N/A
63190
augmentedstartups
Delivers up-to-date computer vision and GenAI knowledge to AI assistants via a …
63191
c47-inc
Martini Claim
Manage AI filmmaking projects, scenes, assets, and generations in Martini.
63192
prowptai
Enables AI agents to create, edit, and publish web apps on Prowpt.ai through pr…
63193
us-all
Datadog observability — 168 tools across metrics, monitors, logs, APM, RUM, inc…
N/A N/A
63194
cola-cloud-us
Provides access to over 2.5 million US alcohol label records from the TTB via t…
81
63195
a-g-e-n-t-s
Comprehensive quest orchestration system with KĀDI broker integration, multi-ch…
63196
Ashutosh-rajput
Enables AI agents to interact with a MySQL database using natural language, aut…
N/A N/A 95
63197
Perseus-Computing-LLC
Live context MCP server: resolves git, services, and tests into agent context. …
N/A N/A
63198
ZeroTian
Enables AI assistants to control Aseprite for creating pixel art and animated s…
63199
Lianye-Scythe
Local code context engine for Codex App/CLI that indexes code with SQLite/sqlit…
N/A N/A
63200
Apitomy
An MCP server that wraps the @apitomy/data-models library for querying, validat…
N/A N/A
Showing 63151–63200 of 67291 servers