MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56651
uetuluk
Enables Claude to act as an autonomous radio DJ, generating live-coded music wi…
N/A N/A
56652
fy2ne
WeaveTab-MCP Claim
The Zero-Setup Local Browser MCP. Enables AI agents to control web browsers via…
N/A N/A
56653
ragalgo
Get daily, noise-free market insights for Korean stocks and crypto with scored …
N/A N/A 95
56654
McSlaine
AI agent access to website analytics, session replay, and anomaly detection.
N/A N/A 83
56655
Tokeii0
基于Capstone反汇编引擎的MCP服务器,为大语言模型提供多架构二进制反汇编、文件解析、CTF逆向及安全分析工具。
N/A N/A
56656
ian-de-marcellus
Extracts structured incident analysis from raw communication logs, classifying …
N/A N/A
56657
mingrath
drawio-mcp Claim
An MCP server that enables LLMs to create and open diagrams in draw.io using XM…
N/A N/A
56658
actions-marketplace-validations
n8n-mcp Claim
An MCP server for n8n that gives AI agents tools for generating workflows, lint…
56659
wang-junjian
Enables listing datasets, creating chat assistants, and chatting with them via …
56660
Influship
Influship Claim
Find and analyze influencers with creator search, lookalikes, profiles, posts, …
56661
lowtoxgear
Read-only catalogue MCP for Lowtoxgear — Australian low-tox lifestyle brand. 5 …
56662
kubegrind
upwork-mcp Claim 1
An MCP server for automating Upwork workflows including job search, proposal su…
N/A N/A 95
56663
iflow-mcp
Provides a governed command plane for MCP agents to manage PostgreSQL databases…
56664
nol-mcp Claim 1
nol MCP server -- search, cited Q&A, and pages over your team's knowledge base
N/A N/A 81
56665
tiroshanm
A Model Context Protocol (MCP) server implementation that provides Facebook Pag…
56666
rifaterdemsahin
mcp_poc Claim
A PDF-to-Markdown converter built with the Model-View-Controller (MVC) pattern …
N/A N/A
56667
AaronGoldsmith
Connects MCP-capable agents to Blender and OpenSCAD for AI-driven 3D modeling, …
N/A N/A
56668
my-space
mcp-server Claim
N/A N/A 95
56669
LuotoCompany
Enables AI agents to programmatically interact with a Miro board through the Mi…
56670
oborseth
Exposes the Porkbun v3 API as MCP tools for AI agents to manage domains, DNS, S…
56671
CC3-0
Provides access to CoinCap's cryptocurrency market data and technical analysis …
56672
bangaru-vignesh
Enables users to query weather, perform web research, and manage a graph databa…
N/A N/A
56673
PixlFlip-Enterprises
MCP server for managing Pterodactyl game panel resources (users, servers, nodes…
56674
soundstear
hggh Claim
sdas
N/A N/A 95
56675
haoxiangsnr
Automatically enriches BibTeX citations with missing metadata (DOI, venue, etc.…
N/A N/A
56676
veniceai
Provides 31 tools and 3 resources to access Venice's uncensored AI models for c…
56677
suryarajendhran
Enables read-only interaction with Hasura GraphQL APIs, including table explora…
56678
koosoftware
A Model Context Protocol server that enables AI assistants like Claude to gener…
N/A N/A 95
56679
MicaelJarniac
mcpgate Claim
A stateless gateway that turns any OpenAPI spec into MCP tools on the fly.
56680
omar-A-hassan
MedSci Agent Claim
An open source biomedical research agent that provides LLMs with 28 tools for d…
N/A N/A
56681
zenoengine
Enables building MSBuild projects and solutions by dynamically locating MSBuild…
N/A N/A
56682
cameronsjo
A production-ready TypeScript template for building MCP servers with dual trans…
81
56683
aliyun
Serves as a universal interface between AI Agents and AnalyticDB PostgreSQL dat…
56684
smian0
A comprehensive system for managing AI-assisted agile development workflows wit…
81
56685
mcpflow
neon-mcp Claim
Lightweight MCP server that allows agents to interface with the Neon REST API, …
56686
hypeprinter007-stack
16 paid wallet & utility tools on Base + Solana. 9 commodity primitives — OFAC …
56687
rrred0324
A business analysis MCP server with financial data, industry modeling, valuatio…
56688
kWAYTV
weather Claim
Provides weather information for any city through the Model Context Protocol.
56689
mancubus77
ansible-aap Claim
Enables LLMs to discover and launch Ansible job templates on Ansible Automation…
56690
shikharvashistha
sumo-mcp Claim
Integrates SUMO traffic simulation with the Model Context Protocol for autonomo…
N/A N/A
56691
Little-Grebe-Inc
The financial MCP for AI agents - 90+ financial tables, SEC filings, signals, a…
56692
yumeiriowl
An MCP server that builds a knowledge graph from code and text documents, enabl…
N/A N/A
56693
dinnger
Carbono Claim
Enables AI to generate images by describing them with HTML using Tailwind CSS a…
N/A N/A
56694
lazymac2x
blog Claim
Cloudflare Workers MCP server: blog
56695
ElvinBayramov
OmniDocs RAG Claim
Enables AI agents to index and search local files, websites, GitHub repos, and …
N/A N/A
56696
bnusunny
An MCP server that enables LLM coding agents to deploy web applications to AWS …
56697
untitledfinancial
dpx-mcp Claim
Settlement protocol MCP server for institutional cross-border USDC transactions…
56698
brysontang
resume-mcp Claim
An MCP server that provides a structured API for AI agents to query a person's …
56699
TN0123
one-shot-ui Claim
Deterministic UI extraction and screenshot diffing for AI coding agents.
N/A N/A
56700
pipeworx-io
Enables querying Harry Potter data including students, staff, and spells from t…
Showing 56651–56700 of 56925 servers