MCP Server Quality Scores
Independent quality analysis of 33379 public MCP servers
Last updated 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 32201 |
snapcall
Claim
Generate Video call url
|
— | ||||||||
| 32202 |
clipacanvas
Claim
|
— | ||||||||
| 32203 |
AI Agent Astrology — natal charts, transits, cosmic weather, and forecasts for …
|
— | ||||||||
| 32204 |
Agent Construct
Claim
A standardized MCP server implementation that provides AI models with dynamic t…
|
— | ||||||||
| 32205 |
Enables Claude Code CLI or Desktop to interact with Spotify for playlist curati…
|
— | ||||||||
| 32206 |
PyForge IDE
Claim
Enables Python code execution in a sandboxed environment with virtual file syst…
|
— | ||||||||
| 32207 |
comfyui-mcp-server
Claim
MCP Server that transforms ComfyUI workflows into AI-callable tools for MCP Host
|
— | ||||||||
| 32208 |
hevymcp
Claim
|
— | ||||||||
| 32209 |
npm
Claim
MCP server for npm package management — publish, version, search, audit, and mo…
|
— | ||||||||
| 32210 |
klaviyo-mcp
Claim
Klaviyo email marketing MCP server. Query campaigns, flows, segments, and subsc…
|
— | ||||||||
| 32211 |
JSONShelf
Claim
Deterministic JSON repair, validate, example-gen, schema-coerce for agents. Zer…
|
— | ||||||||
| 32212 |
Your AI Development Conductor - 60 MCP tools for intelligent task orchestration
|
— | ||||||||
| 32213 |
avaliabem
Claim
|
— | ||||||||
| 32214 |
agentseal
Claim
Security toolkit for AI agents. Scan your machine for dangerous skills and MCP …
|
— | ||||||||
| 32215 |
godson_123
Claim
|
— | ||||||||
| 32216 |
vallt
Claim
API credential manager for Claude Code. Connect services, store keys in keychai…
|
— | ||||||||
| 32217 |
A Model Context Protocol server that provides real-time voice notifications, ut…
|
— | ||||||||
| 32218 |
token-savior
Claim
Structural codebase MCP server — navigate and edit code by symbol name, not raw…
|
— | ||||||||
| 32219 |
rekal
Claim
Long-term memory for LLMs. MCP server backed by hybrid search in a single SQLit…
|
— | ||||||||
| 32220 |
MCP server for AI assistants: read, write, edit, and manage files securely on l…
|
— | ||||||||
| 32221 |
voxpact
Claim
MCP server exposing 10 tools for interacting with the Voxpact AI agent marketpl…
|
— | ||||||||
| 32222 |
DevStandards MCP Server
Claim
Provides AI agents with access to 284+ development best practices, security gui…
|
— | ||||||||
| 32223 |
yahoo-finance-mcp-server
Claim
Get real-time stock quotes, historical data, and compare stocks via Yahoo Finan…
|
— | ||||||||
| 32224 |
Search Google Books and Open Library for book metadata, covers, and publication…
|
— | ||||||||
| 32225 |
mastra-test
Claim
|
— | ||||||||
| 32226 |
travelpayouts-mcp
Claim
MCP server for Travelpayouts API -- flight search, popular routes, price calend…
|
— | ||||||||
| 32227 |
exceltester
Claim
|
— | ||||||||
| 32228 |
Generate high-quality images from text prompts using Leonardo AI's advanced mod…
|
— | ||||||||
| 32229 |
AgentVault
Claim
Discover, verify, and connect to AI agents with E2E encrypted messaging and tru…
|
— | ||||||||
| 32230 |
mcpwall
Claim
iptables for MCP — blocks dangerous tool calls, scans for secrets, logs everyth…
|
— | ||||||||
| 32231 |
Agentic pipeline — 39 tools from idea to revenue for solo founders.
|
— | ||||||||
| 32232 |
Hedera blockchain intelligence for AI agents. 23 tools, 7 modules. HBAR micropa…
|
— | ||||||||
| 32233 |
smart
Claim
|
— | ||||||||
| 32234 |
agent-output-guard
Claim
Validate and verify data from other agents before acting on it. Zero LLM costs.
|
— | ||||||||
| 32235 |
bw
Claim
|
— | ||||||||
| 32236 |
Secure, read-only access to Amazon Redshift with schema introspection and smart…
|
— | ||||||||
| 32237 |
hibae-admin-gq
Claim
|
— | ||||||||
| 32238 |
sequentialthinking
Claim
|
— | ||||||||
| 32239 |
Followin MCP
Claim
Enables personalized discovery of crypto news, trending topics, and project ins…
|
— | ||||||||
| 32240 |
mcpserver
Claim
|
— | ||||||||
| 32241 |
meta-ads
Claim
MCP server for Meta Marketing API — Facebook & Instagram ad campaign management
|
— | ||||||||
| 32242 |
bjj-belt-progress
Claim
BJJ Belt Progress MCP server — instant access to IBJJF belt requirements, progr…
|
— | ||||||||
| 32243 |
MCP server for CSV/JSON data transformation using YAML rules
|
— | ||||||||
| 32244 |
autoplans-mcp
Claim
AI-powered project planning tools for Autoplans.dev with 14+ MCP tools
|
— | ||||||||
| 32245 |
Cultural intelligence API — Hofstede 6-D, etiquette, risk analysis for 195 coun…
|
— | ||||||||
| 32246 |
cq_mini
Claim
|
— | ||||||||
| 32247 |
GoHighLevel MCP Server
Claim
Connects Claude Desktop to GoHighLevel CRM with 269+ tools across 19+ categorie…
|
— | ||||||||
| 32248 |
mcp-india-stack
Claim
|
— | ||||||||
| 32249 |
soul-mcp-server
Claim
MCP server for validating and generating SOUL.md agent identity files from Clau…
|
— | ||||||||
| 32250 |
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 /…
|
— | ||||||||