MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46801
wyl116
MCP server for parsing Chinese fuzzy time expressions (e.g., '昨天', '下午3点', '中秋节…
46802
Ivy-Innovation
cubelife Claim
Give AI agents a persistent pixel-art character reflecting their state in real …
N/A N/A
46803
vsdawkins-creator
Let any MCP client issue and verify EU AI Act Article 50 transparency receipts …
46804
KhizarShabir1
Real-time stock quotes and technical signals: RSI, MACD, SMA crossovers via Yah…
46805
doazvjettu
Static-analyzes Python code for lookahead bias and data leakage, preventing inv…
N/A N/A
46806
FoxTrove
Public read-only MCP server for FoxTrove Voice, enabling LLMs to query call log…
46807
neosun100
kokoro-tts Claim
Enables AI agents to generate high-quality speech with 54+ voices in multiple l…
46808
ideaCompany
MCP server for TikTak time tracking and invoicing API, enabling AI assistants t…
46809
ajentsor
LLM Radar Claim
MCP server that provides AI assistants with real-time, current information abou…
46810
GRU-953
Imagine you could hand Claude a filing cabinet of your documents and say "remem…
N/A N/A
46811
simplebytes-com
Stdio MCP server for managing recommended.by lists from agents like OpenClaw, C…
N/A N/A
46812
drapon
Enables parsing of PSD files and extraction of layer information, design tokens…
N/A N/A
46813
nichsedge
KSEI MCP Claim
An unofficial MCP server for accessing KSEI (AKSes) portfolio data, including c…
N/A N/A
46814
btafoya
boxes-mcp Claim
Enables management of GNOME Boxes virtual machines through libvirt/virsh with l…
N/A N/A
46815
danyial
Schedule short-form video posts to YouTube and TikTok from Claude Desktop or an…
N/A N/A
46816
ss0832
A minimal MCP server that provides a DuckDuckGo search tool with configurable r…
N/A N/A
46817
nabheet
Tool Scout Claim
MCP proxy server with semantic tool search for LLM coding agents. It reduces co…
N/A N/A
46818
Piotr1215
Enables AI assistants to query, validate, and create vCluster YAML configuratio…
46819
jinhsueh
maacgo-mcp Claim
Taiwan SMS MCP server. Send from Claude / Cursor / Windsurf, NCC-compliant, NT$…
N/A N/A
46820
gilish-tech
Enables LLM-powered agents to securely communicate with and orchestrate downstr…
46821
AmiyaBot
Provides MCP server and CLI for querying Arknights game data, including operato…
46822
MCP-Mirror
Enables language models to search and interact with Space Frontiers data source…
81
46823
jaikishpai
A production-grade Node.js MCP server for Oracle Database with HTTP transport, …
46824
venkatd-media
MCP server that tracks what you are working on. Logs are stored locally as one …
N/A N/A
46825
Edge-JB
te1000-mcp Claim
MCP server for Beckhoff TwinCAT XAE / TE1000 Automation Interface, enabling con…
N/A N/A
46826
rossshannon
Enables Claude to interact with Things 3 task management, allowing natural lang…
N/A N/A
46827
adelaidasofia
Local-first personal finance MCP. Aggregates bank, brokerage, credit, and loan …
N/A N/A
46828
0xCaptain888
ScoutAgent Claim
MCP server that enables AI workflows to query on-chain AI Scout agents, leaderb…
46829
veithly
A meta-MCP server that dynamically manages and invokes any MCP server on the fl…
N/A N/A
46830
YOUR_GITHUB_USERNAME
Finance research agent for thesis, trade note, and market-state review.
46831
ruslanmv
Demo Server Claim
A simple MCP server that exposes a calculator tool (addition) and a dynamic gre…
N/A N/A
46832
stlk
eSIM Tabby Claim
Buy and manage travel eSIM data plans in the conversation. Pay by card (Stripe)…
46833
NivaucchuRabuessa
Find every adverb in your text to tighten prose and enforce style guides. Highl…
N/A N/A 95
46834
Profazia
Enables AI agents to analyze audio files, extracting tempo, key, beat drops, vo…
N/A N/A
46835
P-bit-display
Enables Claude to send and receive iMessage/SMS messages through macOS, with su…
N/A N/A
46836
mattcoatsworth
A Model Context Protocol server for interacting with the Amazon Selling Partner…
46837
AOI-Future
secfeed Claim
Aggregates security intelligence feeds (vulnerabilities, news, threat intel) in…
46838
DerDoPhil
Enables AI agents to perform complex crypto operations like cross-chain routing…
46839
verigentai
MCP server for Verigent's AI agent verification, enabling agents to verify them…
46840
M00N7682
imugi Claim
Enables AI to capture, compare, and automatically patch frontend code against r…
N/A N/A
46841
lineage-foundation
Provides tools to interact with the Lineage blockchain API, including wallet se…
46842
xuange520
Ruishu MCP Claim
An MCP server that bridges LLMs with dynamic real-world data by leveraging Chro…
46843
MetaDock Claim 1
Control the MetaDock desktop workspace over MCP: browsers, layouts, bookmarks, …
N/A N/A 81
46844
lazymac2x
Cloudflare Workers MCP server: code-pattern-risk-scanner
46845
clarity-contrib
A comprehensive MCP server providing TailwindCSS utilities, documentation, conv…
46846
Nubaeon
Epistemic DJ Claim
MCP server that transforms cognitive state into generative music by mapping 13 …
N/A N/A
46847
mehtaphysical13
Enables agents to extract clean structured JSON tables from any PDF with per-ce…
46848
Azure-Samples
Enables AI agents to browse pizza menus, place orders, and track order status v…
46849
jenkinsm13
resolve-mcp Claim
Comprehensive MCP server for DaVinci Resolve with 295+ tools to control project…
N/A N/A
46850
LevelPanic
AST-aware codebase indexing with semantic search, exposed as an MCP server. Ena…
N/A N/A
Showing 46801–46850 of 67197 servers
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