MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36101
potatouniverse
Enables AI to analyze, query, and manage a graph-based representation of softwa…
N/A N/A
36102
wyl116
MCP server for parsing Chinese fuzzy time expressions (e.g., '昨天', '下午3点', '中秋节…
36103
matteuccimarco
Enables Claude to fetch web content in SLIM format, reducing tokens by ~90% for…
N/A N/A
36104
Guitarmaniac24
GetABrain Claim
Real human judgment as agent tools — ask a question, get a structured human ans…
N/A N/A
36105
FoxTrove
Public read-only MCP server for FoxTrove Voice, enabling LLMs to query call log…
36106
vsdawkins-creator
Let any MCP client issue and verify EU AI Act Article 50 transparency receipts …
36107
doazvjettu
Static-analyzes Python code for lookahead bias and data leakage, preventing inv…
N/A N/A
36108
neosun100
kokoro-tts Claim
Enables AI agents to generate high-quality speech with 54+ voices in multiple l…
36109
ideaCompany
MCP server for TikTak time tracking and invoicing API, enabling AI assistants t…
36110
ajentsor
LLM Radar Claim
MCP server that provides AI assistants with real-time, current information abou…
36111
nabheet
Tool Scout Claim
MCP proxy server with semantic tool search for LLM coding agents. It reduces co…
N/A N/A
36112
GRU-953
Imagine you could hand Claude a filing cabinet of your documents and say "remem…
N/A N/A
36113
simplebytes-com
Stdio MCP server for managing recommended.by lists from agents like OpenClaw, C…
N/A N/A
36114
Piotr1215
Enables AI assistants to query, validate, and create vCluster YAML configuratio…
36115
drapon
Enables parsing of PSD files and extraction of layer information, design tokens…
N/A N/A
36116
nichsedge
KSEI MCP Claim
An unofficial MCP server for accessing KSEI (AKSes) portfolio data, including c…
N/A N/A
36117
btafoya
boxes-mcp Claim
Enables management of GNOME Boxes virtual machines through libvirt/virsh with l…
N/A N/A
36118
danyial
Schedule short-form video posts to YouTube and TikTok from Claude Desktop or an…
N/A N/A
36119
ss0832
A minimal MCP server that provides a DuckDuckGo search tool with configurable r…
N/A N/A
36120
gilish-tech
Enables LLM-powered agents to securely communicate with and orchestrate downstr…
36121
hobiecunningham
**Agentic Swarm Marketplace** is a hierarchical multi-agent stack for **machine…
81
36122
MCP-Mirror
Enables language models to search and interact with Space Frontiers data source…
81
36123
venkatd-media
MCP server that tracks what you are working on. Logs are stored locally as one …
N/A N/A
36124
jaikishpai
A production-grade Node.js MCP server for Oracle Database with HTTP transport, …
36125
Edge-JB
te1000-mcp Claim
MCP server for Beckhoff TwinCAT XAE / TE1000 Automation Interface, enabling con…
N/A N/A
36126
rossshannon
Enables Claude to interact with Things 3 task management, allowing natural lang…
N/A N/A
36127
AmiyaBot
Provides MCP server and CLI for querying Arknights game data, including operato…
36128
paulf280-ui
Cabal-Hunter Claim
On-chain Solana token safety for trading agents — traces coordinated wallet fun…
36129
mambalabsdev
Find the conferences and trade shows a company publicly says it attends, from i…
N/A N/A
36130
0xCaptain888
ScoutAgent Claim
MCP server that enables AI workflows to query on-chain AI Scout agents, leaderb…
36131
veithly
A meta-MCP server that dynamically manages and invokes any MCP server on the fl…
N/A N/A
36132
stlk
eSIM Tabby Claim
Buy and manage travel eSIM data plans in the conversation. Pay by card (Stripe)…
36133
NivaucchuRabuessa
Find every adverb in your text to tighten prose and enforce style guides. Highl…
N/A N/A 95
36134
mattcoatsworth
A Model Context Protocol server for interacting with the Amazon Selling Partner…
36135
Profazia
Enables AI agents to analyze audio files, extracting tempo, key, beat drops, vo…
N/A N/A
36136
P-bit-display
Enables Claude to send and receive iMessage/SMS messages through macOS, with su…
N/A N/A
36137
ruslanmv
Demo Server Claim
A simple MCP server that exposes a calculator tool (addition) and a dynamic gre…
N/A N/A
36138
Skyrxin
11-scanner SAST/DAST MCP server with closed-loop remediation, SBOM/SARIF, and C…
N/A N/A
36139
xuange520
Ruishu MCP Claim
An MCP server that bridges LLMs with dynamic real-world data by leveraging Chro…
36140
DerDoPhil
Enables AI agents to perform complex crypto operations like cross-chain routing…
36141
lineage-foundation
Provides tools to interact with the Lineage blockchain API, including wallet se…
36142
AOI-Future
secfeed Claim
Aggregates security intelligence feeds (vulnerabilities, news, threat intel) in…
36143
verigentai
MCP server for Verigent's AI agent verification, enabling agents to verify them…
36144
M00N7682
imugi Claim
Enables AI to capture, compare, and automatically patch frontend code against r…
N/A N/A
36145
Grinv
MyAnimeList MCP server: Tenrai-powered reads plus official MAL personal-list ma…
N/A N/A
36146
clarity-contrib
A comprehensive MCP server providing TailwindCSS utilities, documentation, conv…
36147
jenkinsm13
resolve-mcp Claim
Comprehensive MCP server for DaVinci Resolve with 295+ tools to control project…
N/A N/A
36148
LevelPanic
AST-aware codebase indexing with semantic search, exposed as an MCP server. Ena…
N/A N/A
36149
j-east
AI image and video generation, editing, and transplant-grade region repair. Mul…
N/A N/A
36150
Nubaeon
Epistemic DJ Claim
MCP server that transforms cognitive state into generative music by mapping 13 …
N/A N/A
Showing 36101–36150 of 67181 servers
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