MCP Server Quality Scores

Independent quality analysis of 43430 public MCP servers

43430
Discovered
29460
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38401
JosieBot26
Finds and verifies business email addresses using DNS/SMTP verification and web…
38402
dosco
GraphJin Claim
Enables AI assistants to query databases using natural language, with automatic…
38403
iamfiscus
Provides D3 visualization documentation, chart recommendations, and code genera…
38404
sundai-club
An MCP server that enables AI agents to engage in structured deep thinking and …
N/A N/A
38405
janfincke
An MCP server that provides AI assistants with access to the EARLY time trackin…
38406
code-alchemist01
Enables AI assistants to interact with and manage multiple database types (Post…
N/A N/A
38407
AaryaBhusal
ctfd-mcp Claim
Enables users to list CTFd challenges, read details, start/stop dynamic Docker …
38408
DeepTempo
Enables AI-driven SOC investigations by providing automated Splunk querying, th…
38409
skepty2333
Enables querying and retrieval of structured video summaries from a SQLite know…
38410
DrSmile444
MCP server to check GitHub Copilot quota, rate-limit status, and reset times fr…
N/A N/A
38411
aryan-agrawal-glean
Enables LLMs and AI assistants to interact with Tilt development environments, …
N/A N/A
38412
universal-mcp
Provides a standardized interface for interacting with Unipile's tools and serv…
38413
Benestar
Enables compiling source code and exploring assembly outputs via the Godbolt Co…
38414
Abhishek-Maheshwari-778
Automates sales data analysis by cleaning CSV, generating AI insights, creating…
N/A N/A
38415
tjackiet
An MCP server that enables AI clients to analyze cryptocurrency market data fro…
38416
MeruLocal
Discovers, identifies, and governs bots on your website with MCP tools for scan…
N/A N/A
38417
codepeel
Enables AI agents to review code diffs for bugs, security issues, and bad patte…
38418
srinivassrinu842
Enterprise-grade MCP server exposing Ansible Automation Platform 2.x as a compl…
38419
antonio-orionus
Enables AI agents to inspect, plan, download, and postprocess media from YouTub…
N/A N/A
38420
yeshsurya
Provides AI assistants with comprehensive access to the Anime.js animation libr…
38421
yusaaztrk
Provides Brazilian vehicle price information using FIPE API, enabling users to …
38422
devemberx
A Model Context Protocol (MCP) server for Polarion ALM. Lets AI assistants read…
38423
dominodatalab
Enables AI coding tools to build models, run jobs, track experiments, and perfo…
N/A N/A
38424
intuit
A comprehensive Model Context Protocol server providing full CRUD operations fo…
N/A N/A
38425
dremaker
lark-mcp Claim
Enables AI assistants to interact with Feishu/Lark Open Platform APIs for tasks…
38426
Eyalm321
dynadot-mcp Claim
MCP server for Dynadot API to manage domains, DNS, contacts, nameservers, folde…
38427
KeerthiNingegowda
Enables basic arithmetic operations (add, subtract, multiply, divide, modulo) v…
38428
RahulModugula
Enables client success teams to get instant, natural-language health reads on c…
N/A N/A
38429
Yaeshio
FreeCAD MCP Claim
Enables Claude Desktop to control FreeCAD for 3D CAD modeling, including creati…
38430
nourelhoudaas
An MCP server that enables AI agents to evaluate candidate-job fit by calculati…
N/A N/A
38431
jspmern
A TypeScript-based MCP remote server with HTTP transport, token authentication,…
38432
rubencodex86
Exposes a curated subset of the Officegest API v2 (22 CRUD tools) for managing …
38433
focus-mcp
MCP orchestrator that loads modular bricks on demand, reducing AI agent context…
N/A N/A
38434
ai-forever
MCP server that generates images from text prompts using the Kandinsky AI via o…
N/A N/A
38435
areebahmeddd
Remote MCP server executor on Cloudflare Workers that runs Python-based tools f…
38436
n2ns
n2n-memory Claim
Persists AI's cognitive fragments as a knowledge graph within each project dire…
N/A N/A
38437
UHQ-Actual
DOL WHD MCP Claim
TypeScript MCP server for accessing Department of Labor enforcement data, OSHA …
38438
wuwux666
Converts unstructured documents into a searchable knowledge base and exposes re…
N/A N/A
38439
dotnetrule
A generic MCP server that allows searching and retrieving articles, summaries, …
38440
tailor-platform
MCP server for managing Tailor Platform resources via tools like create, update…
38441
PedroHSGuimaraes
Integrates with the Tienda Nube/Nuvemshop API to manage products, orders, custo…
38442
Citrus086
Bridges a local mcporter registry into a single MCP server, enabling clients li…
N/A N/A
38443
Logan66666
novel-ranks Claim
获取番茄小说榜单数据并解密字体加密内容,支持MCP协议自动注册为工具。
N/A N/A
38444
sbtungd2
cypress-mcp Claim
MCP server plugin for Cypress that enables AI agents to control a browser for a…
N/A N/A
38445
Koreahwan
wraith-mcp Claim
An AI-native stealth browser MCP server that uses AI vision navigation and bot …
38446
jerry-ai-dev
A pluggable, observable modular RAG framework exposing tools via MCP protocol f…
38447
sjhhh024-cmyk
Provides JavaScript reverse engineering capabilities including static analysis,…
N/A N/A
38448
sarveshsea
memoire Claim
Design system MCP server. 20 tools: extract design tokens from any URL, pull fr…
38449
techsterowniki
sinum-mcp Claim
MCP server for Sinum smarthome system, enabling device and scene management, an…
38450
philipaidanbooth
Enables LLMs to search and retrieve Latin word definitions and lemmas from the …
N/A N/A
Showing 38401–38450 of 43430 servers
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