MCP Server Quality Scores
Independent quality analysis of 69343 public MCP servers
Last updated 1 hour, 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 42201 |
Scheduling, availability, clients, billing and CRM for appointment-based servic…
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| 42202 |
MCP server for subscription tracker ai. Features add subscription, get total sp…
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| 42203 |
BumbleBox
Claim
Search and triage all your mailboxes; draft replies and campaigns; send only as…
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| 42204 |
infraveil-guard
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A cooperative guardrail for AI agents that blocks destructive shell commands, S…
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| 42205 |
BetterPost
Claim
Finds timely sources across news, social, and the web and writes posts worth pu…
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| 42206 |
@focus-mcp/cli
Claim
MCP orchestrator that loads modular bricks on demand, reducing AI agent context…
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| 42207 |
mcp-twitterio
Claim
Allows AI assistants to query Twitter data including user info, tweets, trends,…
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| 42208 |
drainbrain-mcp-server
Claim
Tools:
- scan_token - Scan a single token for rug pull risk, honeypot status,…
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| 42209 |
claudeusage-mcp
Claim
Provides real-time visibility into Claude Pro and Max subscription usage limits…
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| 42210 |
freee-hr-mcp
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Enables managing freee HR operations like employee data, attendance, leave, and…
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| 42211 |
bls-mcp-server
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Fetch US Bureau of Labor Statistics data — CPI, unemployment, wages, JOLTS, and…
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| 42212 |
claudex
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Persistent memory + FTS5 full-text search for Claude Code conversation history.…
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| 42213 |
Portfolio MCP Server
Claim
Enables searching and retrieving portfolio data including experience, skills, a…
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| 42214 |
lemmebuyit-mcp
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Search 86 US retailers — 260M+ products with real-time pricing, stock, and pric…
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| 42215 |
AgentCard MCP Server
Claim
Enables AI agents to manage and use prepaid virtual Visa cards with hard budget…
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| 42216 |
TunaPay Pay
Claim
Your AI pays with a TunaPay prepaid card. You approve each payment in Telegram …
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| 42217 |
ThaiProcurement
Claim
Search Thai government procurement tenders and bidder companies.
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| 42218 |
Persistent AI memory using orbital mechanics. 100% local, zero API keys, MCP-na…
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| 42219 |
Deep code indexing for AI agents. SQLite FTS5 + tree-sitter + embeddings + MCP.
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| 42220 |
Ask the Market Anything.
Stock & ETF Scoring
Get the Danelfin AI Score (1–10) …
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| 42221 |
SOAR Record Gateway
Claim
SOAR security playbooks for AI agents: fetch, full-text search, and count. Mete…
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| 42222 |
mcp-digger
Claim
Progressive on-demand access to .NET NuGet package source for AI coding agents.
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| 42223 |
openapi-mcp-server
Claim
Connect any HTTP/REST API server using an Open API spec (v3)
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| 42224 |
FreeCAD MCP
Claim
Control FreeCAD from Claude — 3D modeling, PartDesign, CAM toolpaths, and more …
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| 42225 |
Vibe Blocks MCP
Claim
Connects Roblox Studio to AI coding editors via the Model Context Protocol, all…
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| 42226 |
MCP server for a modular RAG system that enables natural language question answ…
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| 42227 |
cn-financial-mcp
Claim
Provides access to Chinese mainland financial data including A-stock quotes, fi…
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| 42228 |
celestine
Claim
MCP server for astrological calculations — birth charts, transits, progression…
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| 42229 |
Xray MCP Server
Claim
Manages Xray test cases, executions, and reports through natural language comma…
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| 42230 |
test
Claim
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| 42231 |
Links your AI assistant app to the Paramability tab open in Chrome. Runs on you…
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| 42232 |
hydite-mcp
Claim
Hydite MCP
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| 42233 |
football-api-mcp
Claim
MCP server for football-data.org API providing access to football data like sta…
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| 42234 |
AgentSpawnMCP
Claim
A universal MCP server for spawning agents with any OpenAI-compatible LLM, supp…
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| 42235 |
shopping-discovery
Claim
Product discovery for AI agents: ranked products and bundles from the open merc…
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| 42236 |
loop-mcp
Claim
L402 MCP: 5 paid BTC/Lightning tools + fiat credits, 10-25 sats/call.
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| 42237 |
BoltzGen MCP
Claim
Enables AI-powered protein design, including binders, peptides, and custom prot…
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| 42238 |
substack-mcp-plus
Claim
Create, manage, and publish Substack posts with full rich text formatting direc…
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| 42239 |
embecode
Claim
Local-first MCP server for semantic + keyword hybrid code search. Zero external…
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| 42240 |
copilot-status-mcp
Claim
MCP server to check GitHub Copilot quota, rate-limit status, and reset times fr…
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| 42241 |
Bitbucket MCP
Claim
An MCP server for Bitbucket Cloud that enables managing pull requests, branches…
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| 42242 |
LADU ADU Tools
Claim
LA County ADU buildability checks, zoning rules, permit trends, and cost estima…
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| 42243 |
form-backend
Claim
Cloudflare Workers MCP server: form-backend
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| 42244 |
Provides 115+ MCP tools for comprehensive WooCommerce store management includin…
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| 42245 |
backend2mcp
Claim
Automatically converts Python web backends (FastAPI, Flask, Django) into MCP se…
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| 42246 |
paper-mcp
Claim
Search arXiv/Semantic Scholar/OpenAlex + medical evidence (PubMed/Europe PMC) +…
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| 42247 |
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| 42248 |
myopic
Claim
Code-review MCP: review a GitLab MR or GitHub PR against the whole codebase, no…
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| 42249 |
mcp-memory-graph
Claim
A context-aware memory MCP server for Claude Code and any MCP-compatible AI age…
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| 42250 |
US tax sale dates & rules: 51 states, ~3,140 counties. Every record cites its o…
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