MCP Server Quality Scores

Independent quality analysis of 66455 public MCP servers

66455
Discovered
31797
Scored
2112
Verified
16953
Complete

Last updated 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62301
pipeworx-io
Provides access to Darlington County, South Carolina open geospatial data via A…
62302
UditMahaldar
Enables AI agents to interact with HP ALM / Quality Center for QA workflows inc…
62303
Gowindude
Connects Claude to the Canvas LMS REST API, enabling natural language queries a…
81
62304
Groupthink-dev
Local-first Starlink dish monitoring and control via the Model Context Protocol…
N/A N/A
62305
jsilets
An MCP server that enables agent-driven LinkedIn outreach across multiple accou…
62306
kptdobe
An MCP server that provides tools for interacting with the Document Authoring A…
62307
sselvara
MCP server built with Mastra that analyses all URLs of a website from a given U…
N/A N/A
62308
jus1-c
Enables AI agents to analyze PCAP files for network forensics using Wireshark/t…
N/A N/A
62309
affteamgit
Wraps bitcoincasinokings.com APIs to enable natural language queries for casino…
62310
TrialAndErrorAI
attio-mcp Claim
Enables interaction with Attio CRM through natural language, using a Code Mode …
62311
Yunjihun-n
Enables natural language management of Binance USDS-margin futures trading, inc…
62312
adityakhuteta05
Enables deep web research, verification, and structured report generation with …
N/A N/A
62313
beF99
Provides MCP tools to fetch weather forecasts for Israeli cities using browser …
N/A N/A
62314
stevengonsalvez
todoist Claim
Enables language models to manage Todoist tasks, projects, sections, labels, co…
N/A N/A
62315
radmail-ai
RadMail MCP Claim
An MCP server that provides an email operating system for AI agents, enabling i…
62316
legalrealist
Enables querying and filtering a read-only dataset of AI-related court orders w…
N/A N/A
62317
srbsa
DiffGate Claim
Diffgate MCP server acts as a code review engine, enabling AI coding agents to …
N/A N/A
62318
mattcrypted
Evaluates on-chain risk for Pharos agents before executing transactions, provid…
N/A N/A
62319
Albertous007
DuckDuckGo Search MCP Server. Scrapes DuckDuckGo Lite directly — no API key req…
62320
deepset-ai
deepset-mcp Claim
Enables AI agents to build and debug pipelines on the Haystack Enterprise AI pl…
62321
Enddn
Enables caregivers to log daily care activities and generate draft notification…
62322
thatintrovertdeveloper
Provides AI agents with component documentation, usage examples, and design tok…
62323
mnardit
agent-recall Claim
Enables persistent memory for AI coding agents, allowing them to remember peopl…
N/A N/A
62324
stevebrownlee
Integrates with a running Storybook instance to let AI-powered coding tools bro…
N/A N/A
62325
Amor216
db-mcp Claim
An MCP server that exposes the Deutsche Bahn public transport API to any MCP-co…
62326
mushroomfk
Provides local desktop agents with durable project memory and safety gates for …
N/A N/A
62327
alc0der
Enables SQL queries against git repositories via MergeStat, allowing users to a…
N/A N/A
62328
FaisalFehad
Enables LLM clients to read and search email via IMAP with tools for listing fo…
N/A N/A
62329
kellymears
arcana Claim
Provides tarot reading capabilities including drawing spreads, looking up card …
N/A N/A
62330
AryanBV
pdf-edit-mcp Claim
Enables editing text in existing PDFs by modifying content stream operators, pr…
N/A N/A
62331
RonildoBraga
gmail-mcp Claim
Enables interacting with multiple Gmail accounts through a single MCP server, s…
N/A N/A
62332
ZZZ034
Provides a set of micro-tools (time calculation, regex, encoding, JSON diff, et…
62333
kaleburannengsha-hue
A local MCP browser control bridge that enables control of Chrome browser via 1…
N/A N/A
62334
jgauffin
Enables AI coding agents to interact with TypeScript projects through compiler-…
N/A N/A
62335
Griboedow
A Model Context Protocol server that provides real astronomical data (planetary…
N/A N/A
62336
mediagraph-io
Exposes the Mediagraph digital asset management API as an MCP server, enabling …
N/A N/A
62337
sachnaror
Enables simulating customer orders from a dummy restaurant menu and tracking th…
N/A N/A
62338
valantic-CEC-Deutschland-GmbH
Dynamically exposes your Workoflow organization's tools as native MCP tools to …
N/A N/A
62339
almoore
presskit-mcp Claim
An MCP server for publishing markdown articles to Medium and Substack via unoff…
62340
fabdendev
Scans Git repositories, identifies interesting engineering work, and generates …
62341
SeedToSold
A remote MCP server template deployable on Cloudflare Workers without authentic…
62342
philipxiaoxi
z-cli Claim
Z-CLI provides NAS operations like file management, pool queries, search, and f…
N/A N/A
62343
Cemberk
DashWebMCP Claim
Enables AI agents to interact with Dash dashboards by exposing them as MCP serv…
62344
babelwrap
An MCP server that gives AI agents web browsing superpowers via the BabelWrap A…
N/A N/A
62345
duggsha
Local-first WhatsApp and iMessage memory for AI coding agents. It provides MCP …
N/A N/A
62346
research-developer
iTerm MCP Claim
Controls iTerm2 terminal sessions with multi-pane support, allowing parallel co…
N/A N/A
62347
AvengerMoJo
mcp-service Claim
A reusable MCP HTTP server with OAuth 2.1 that turns any JSON-RPC handler into …
62348
SpaceSorcerer
BioTrax Claim
Unified genomic track, peak, and sequence retrieval tool for ENCODE, ChIP-Atlas…
N/A N/A
62349
xyt-mcp
odoo-mcp-xyt Claim
MCP server integrating with Odoo ERP systems, enabling AI assistants to interac…
62350
YounesBensafia
Enables MCP clients to manage Overleaf projects via Git sync, including listing…
N/A N/A
Showing 62301–62350 of 66455 servers