MCP Server Quality Scores

Independent quality analysis of 33379 public MCP servers

33379
Discovered
25688
Scored
1512
Verified
16957
Complete

Last updated 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32201
thomas
snapcall Claim
Generate Video call url
N/A N/A
32202
creatorsavya
clipacanvas Claim
N/A N/A
32203
OdinBot33
AI Agent Astrology — natal charts, transits, cosmic weather, and forecasts for …
N/A N/A 95
32204
ai-mcp-garage
A standardized MCP server implementation that provides AI models with dynamic t…
81
32205
Beerspitnight
Enables Claude Code CLI or Desktop to interact with Spotify for playlist curati…
N/A N/A
32206
pythondev-pro
PyForge IDE Claim
Enables Python code execution in a sandboxed environment with virtual file syst…
N/A N/A 95
32207
MetaBrain-Labs
MCP Server that transforms ComfyUI workflows into AI-callable tools for MCP Host
N/A N/A
32208
camcarre
hevymcp Claim
N/A N/A
32209
mikusnuz
npm Claim
MCP server for npm package management — publish, version, search, audit, and mo…
N/A N/A
32210
janmacher02-xl8y
klaviyo-mcp Claim
Klaviyo email marketing MCP server. Query campaigns, flows, segments, and subsc…
32211
walkojas-boop
JSONShelf Claim
Deterministic JSON repair, validate, example-gen, schema-coerce for agents. Zer…
32212
orchestro Claim 1
Your AI Development Conductor - 60 MCP tools for intelligent task orchestration
N/A N/A 81
32213
ricardosouza.comercial
avaliabem Claim
N/A N/A 95
32214
getagentseal
agentseal Claim
Security toolkit for AI agents. Scan your machine for dangerous skills and MCP …
N/A N/A
32215
godson
godson_123 Claim
N/A N/A 95
32216
ptriato
vallt Claim
API credential manager for Claude Code. Connect services, store keys in keychai…
N/A N/A 95
32217
m-takuma
Say MCP Server Claim 1
A Model Context Protocol server that provides real-time voice notifications, ut…
N/A N/A 95
32218
Mibayy
token-savior Claim
Structural codebase MCP server — navigate and edit code by symbol name, not raw…
N/A N/A
32219
janbjorge
rekal Claim
Long-term memory for LLMs. MCP server backed by hybrid search in a single SQLit…
N/A N/A
32220
vulcan-file-ops Claim 2
MCP server for AI assistants: read, write, edit, and manage files securely on l…
N/A N/A 81
32221
saveomargaya2015
voxpact Claim
MCP server exposing 10 tools for interacting with the Voxpact AI agent marketpl…
32222
ivangrynenko
Provides AI agents with access to 284+ development best practices, security gui…
N/A N/A 95
32223
TheNextGenNexus
Get real-time stock quotes, historical data, and compare stocks via Yahoo Finan…
N/A N/A 83
32224
Book Metadata Claim 1
Search Google Books and Open Library for book metadata, covers, and publication…
N/A N/A 81
32225
simondale00
mastra-test Claim
N/A N/A 95
32226
theYahia
MCP server for Travelpayouts API -- flight search, popular routes, price calend…
N/A N/A
32227
unluckyknight42
exceltester Claim
N/A N/A 95
32228
dravidsajinraj-iex
Generate high-quality images from text prompts using Leonardo AI's advanced mod…
N/A N/A 95
32229
motiveflowllc
AgentVault Claim
Discover, verify, and connect to AI agents with E2E encrypted messaging and tru…
N/A N/A 83
32230
behrensd
mcpwall Claim
iptables for MCP — blocks dangerous tool calls, scans for secrets, logs everyth…
N/A N/A 95
32231
ZionHopkins
Agentic pipeline — 39 tools from idea to revenue for solo founders.
N/A N/A
32232
hederatoolbox Claim 1
Hedera blockchain intelligence for AI agents. 23 tools, 7 modules. HBAR micropa…
N/A N/A 76
32233
cochbert
smart Claim
N/A N/A 95
32234
agenson-tools
Validate and verify data from other agents before acting on it. Zero LLM costs.
N/A N/A
32235
thorrevoets
bw Claim
N/A N/A 95
32236
Secure, read-only access to Amazon Redshift with schema introspection and smart…
N/A N/A 81
32237 N/A N/A 95
32238 N/A N/A 95
32239
qinshoudawang
Followin MCP Claim
Enables personalized discovery of crypto news, trending topics, and project ins…
32240
devd3vil
mcpserver Claim
N/A N/A
32241
mikusnuz
meta-ads Claim
MCP server for Meta Marketing API — Facebook & Instagram ad campaign management
N/A N/A
32242
naimterrache
BJJ Belt Progress MCP server — instant access to IBJJF belt requirements, progr…
32243
vinhphatfsg
MCP server for CSV/JSON data transformation using YAML rules
N/A N/A 95
32244
mohamedgb00714
AI-powered project planning tools for Autoplans.dev with 14+ MCP tools
N/A N/A 83
32245
mcp-server Claim 1
Cultural intelligence API — Hofstede 6-D, etiquette, risk analysis for 195 coun…
N/A N/A 81
32246
1261752824
cq_mini Claim
N/A N/A 95
32247
clickmediapropy
Connects Claude Desktop to GoHighLevel CRM with 269+ tools across 19+ categorie…
81
32248 N/A N/A 95
32249
AntonioTF5
MCP server for validating and generating SOUL.md agent identity files from Clau…
N/A N/A
32250
runzhliu
welink Claim
🔍微信聊天数据分析的本地化AI-agent(Docker/Windows/MacOS) · AI分身 / 大模型分析 / 好友排行 / 词云 / 情感趋势 /…
N/A N/A
Showing 32201–32250 of 33379 servers
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