MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51101
BlackStar1979
TinyPyMCP Claim
A sandboxed MCP server for agents that provides file read/edit, code intelligen…
51102
askAITHENA
# Gyana Universal VectorKB MCP Server A unified WebSocket-based MCP (Model Con…
N/A N/A 95
51103
Hawk-API
hawkapi-mcp Claim
Auto-exports HawkAPI routes as MCP tools, allowing any MCP-compatible client to…
51104
azickri
Enables AI assistants to manage Repliz workspaces via natural language, includi…
81
51105
SolHunt
Solana wallet health analysis platform and top-notch dev tool. Helps people and…
N/A N/A 95
51106
machhakiran
Enables AI to save, organize, search, and synthesize research materials using a…
N/A N/A
51107
EYamanS
chisel Claim
Enables AI agents to construct, edit, and export 3D models using geometric prim…
N/A N/A
51108
texra-ai
Enables MCP clients to execute Mathematica code via wolframscript and verify ma…
N/A N/A
51109
ethancod1ng
A Model Context Protocol (MCP) server that enables AI assistants to search, ret…
N/A N/A 95
51110
jdw2111
propraven Claim
Property intelligence: 180M+ US parcels — lookup, search, owners, hazards, perm…
51111
EtnaLabs
Enables natural language queries and management of databases and subscribed dat…
N/A N/A
51112
NiveditaAryaK
Bridges MCP clients to Figma, enabling live canvas manipulation via a plugin We…
N/A N/A
51113
Neeshant01
Kratos-MCP Claim
Enables autonomous analysis of PE (Portable Executable) files for detecting inj…
N/A N/A
51114
JessieJanie
skim402 Claim
Clean web reader for AI agents. Pays $0.002/call in USDC on Base via x402. No A…
N/A N/A
51115
kronenz
Controls KakaoTalk PC via Win32 API, enabling message sending, reading, and cha…
N/A N/A
51116
vvzvlad
research-mcp Claim
A stateless MCP server that provides web search, single page reading, and batch…
51117
Ma-fee
rag-mcp Claim
A RAG service based on FastMCP that enables document indexing and retrieval (ke…
N/A N/A
51118
creative-int
Saya Claim
Enables agents to query team brain for memory, channels, decisions, skills, and…
51119
sandcastlelabs
collimer-mcp Claim
Runs a free Collimer AI-search visibility scan on any website via one tool (col…
51120
ladu-dev
LA County ADU buildability checks, zoning rules, permit trends, and cost estima…
51121
First-CH
tools-mcp Claim
MCP tools: WCAG contrast, JP char/X-weight count, WebP convert, JSON-LD, llms.t…
N/A N/A
51122
PabloPauling
Validates the physical and chemical plausibility of ligand–protein docking pose…
51123
jswepick
Manages advertisements across multiple platforms including Facebook, Google, an…
N/A N/A 95
51124
DEBARPAN2000
Connects AI assistants to TradingView Desktop via Chrome DevTools Protocol for …
N/A N/A
51125
f
Poke Gate Claim
An MCP server that lets your Poke AI assistant access your macOS machine, enabl…
N/A N/A
51126
pipeworx-io
MCP server for querying and exploring Issy-les-Moulineaux open data datasets (c…
51127
mcp-server Claim 1
Cultural intelligence API — Hofstede 6-D, etiquette, risk analysis for 195 coun…
N/A N/A 81
51128
brianMacao
A local MCP bridge that registers multiple AI API endpoints, enabling agents to…
N/A N/A
51129
conformy
conformy Claim
EU AI Act & NIS2 compliance — classify AI systems, check obligations, draft doc…
N/A N/A 95
51130
Rocket-Venture-Labs
Voris Claim
Voris privacy-native web analytics for AI agents: query metrics & citations, sc…
N/A N/A
51131
ExigerDev
Enables querying PostgreSQL and MySQL databases using natural language, with RE…
51132
jsconiers
Provides a consolidated 0DTE options cockpit for SPX/SPXW, including chain, Gre…
51133
Ansvar-Systems
Query Danish laws and regulations, EU cross-references, case law, and preparato…
N/A N/A 95
51134
hacksurvivor
pathmark Claim
Local-first memory for MCP clients. It provides shared durable memory without r…
N/A N/A
51135
u33pk
A lightweight MCP server built on mitmproxy that lets LLMs capture, inspect, re…
N/A N/A
51136
chunxiaoxx
Drift-aware cross-agent memory · MCP/A2A · LongMemEval-S 56.6% · 1/15 Zep cost
N/A N/A
51137
sjgant80-hub
MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold op…
N/A N/A
51138
crilam
mcp-sii Claim
Open-source MCP server for Chile's SII free invoicing system, enabling AI agent…
N/A N/A 95
51139
skwerl-hub
AI powered, self healing JSON validator. Pay/call
51140
AynOps
AynOps Claim
AynOps is a reconnaissance focused MCP Server which gives reconnaissance capabi…
N/A N/A
51141
endennn
39 Japanese locale APIs — wareki, NTA invoice, 法人番号, postal, romanization, kanj…
51142
mekanics
A read-only MCP server that gives AI agents structured access to a Beancount pe…
N/A N/A
51143
jamie442532-hash
Enables Claude to generate images by wrapping the Manus API through a remote MC…
51144
jus1-c
Enables AI agents to analyze PCAP files for network forensics using Wireshark/t…
N/A N/A
51145
physbox-io
physbox-mcp Claim
Enables LLMs and MCP clients to interact programmatically with Flux, Volt, and …
N/A N/A
51146
i-ninte
grad-agent Claim
An autonomous MCP agent that helps you apply to fully funded MS and PhD program…
N/A N/A
51147
gesh
A minimal MCP server built with NestJS to test PostHog MCP analytics integratio…
51148
utilitydelta
A graph database MCP server that lets AI assistants build, analyze, and visuali…
N/A N/A
51149
cline
Linear Claim
Enables managing Linear issues, projects, and teams through Cline. Supports CRU…
51150
usdv-capital
Real estate market intelligence, financial calculators, and capital advisory to…
81
Showing 51101–51150 of 67226 servers