MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 4 hours, 5 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35851 |
MCP server for SAP Physical Inventory Counting, enabling materials retrieval, s…
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| 35852 |
opencode-ast-mcp
Claim
Turn any MCP-aware IDE into an agentic coding system backed by tree-sitter, a l…
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| 35853 |
prompts-mcp-server
Claim
Automatically generates and manages a prompts system for software projects, ena…
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| 35854 |
MCP Gateway
Claim
A TypeScript gateway that aggregates multiple MCP servers into a single endpoin…
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| 35855 |
trails-mcp
Claim
Enables searching outdoor trails by name or place, retrieving route details, el…
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| 35856 |
devflow-mcp
Claim
An MCP server that automates developer workflows across GitHub, Jira, and Slack…
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| 35857 |
Enables deploying a remote MCP server on Cloudflare Workers without authenticat…
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| 35858 |
Extends Veeam Intelligence to MCP-compatible clients, enabling secure, real-tim…
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| 35859 |
mcp-server-tauri
Claim
A Model Context Protocol server for use with Tauri v2 applications
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| 35860 |
subspace-api
Claim
Stateless MCP server providing tools for weather forecasts and alerts, real-tim…
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| 35861 |
datoon
Claim
Smart structured-data to TOON gateway: converts to TOON only when it saves LLM …
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| 35862 |
Git MCP Server
Claim
An MCP server that provides tools for interacting with Git repositories, enabli…
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| 35863 |
salesforce-mcp-jsforce
Claim
Enables SOQL queries, SOSL search, and record CRUD operations on a single Sales…
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| 35864 |
mcp-server-wikijs
Claim
An MCP server that lets Claude (or any MCP client) manage a Wiki.js instance th…
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| 35865 |
pineforge-codegen-mcp
Claim
Backtest PineScript v6 strategies locally: transpiles Pine→C++ and runs on the …
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| 35866 |
lightwave-mcp
Claim
Enables AI assistants to discover, connect to, and control LightWave3D Modeler …
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| 35867 |
MCP Server Starter
Claim
A production-ready starter template for building Model Context Protocol (MCP) s…
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| 35868 |
rag-mcp
Claim
MCP server for Fathom Works RAG that exposes a self-hosted knowledge base as to…
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| 35869 |
REST API and MCP server for Zillow property data: Zestimates, rent estimates, t…
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| 35870 |
shopify-mcp-server
Claim
Exposes Shopify Admin API as typed MCP tools for inventory, orders, revenue, an…
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| 35871 |
prefab-sentinel
Claim
MCP server for safely inspecting and editing Unity/VRChat prefabs, scenes, and …
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| 35872 |
personal-context-mcp
Claim
A portable, Markdown-based memory system for Claude Desktop that separates dura…
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| 35873 |
tubemind-secure-mcp
Claim
Secure MCP server for YouTube intelligence — 18 tools, OAuth2, OWASP Top 10 con…
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| 35874 |
custom-mcp-server
Claim
Exposes custom Python functions as tools and integrates with Ollama for tool ca…
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| 35875 |
Enables AI agents to download, convert, and analyze SEC EDGAR filings with tool…
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| 35876 |
ScienceON-MCP
Claim
MCP server for searching Korean scientific literature, patents, reports, and mo…
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| 35877 |
protect-mcp
Claim
Security gateway for MCP servers. Shadow-mode logs, per-tool policies, optional…
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| 35878 |
Cloudflare Turnstile CAPTCHA solver for AI agents. $0.002/call, 100 free on sig…
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| 35879 |
check-mcp
Claim
Validate any shell command before execution. AI agents call Check to know if a …
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| 35880 |
salesforce-mcp
Claim
A Model Context Protocol server that connects AI assistants to Salesforce orgs,…
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| 35881 |
Provides a standardized interface for interacting with Cal-com-v2's tools and s…
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| 35882 |
referencime
Claim
Identifiez les meilleurs spots netlinking selon leur performance Google réelle.
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| 35883 |
Read-only MCP server for finding Discord messages. It enables searching guild m…
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| 35884 |
Stata MCP Server
Claim
An MCP server for managing, editing, and running Stata .do files, integrating w…
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| 35885 |
ab_mcp
Claim
A file system MCP server that confines AI assistant file tools to a single fold…
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| 35886 |
Apple Notes MCP Server
Claim
Enables Claude to read, write, search, and manage Apple Notes on macOS via Appl…
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| 35887 |
ohmyperf
Claim
Real-machine, real-browser web perf measurement with ~99% iframe coverage. LLM-…
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| 35888 |
DigitalOcean MCP Server
Claim
Provides comprehensive access to 471+ DigitalOcean API endpoints, enabling AI a…
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| 35889 |
testCal
Claim
Enables users to get and set meeting appointments in Google Calendar.
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| 35890 |
zeppelin-mcp
Claim
MCP server that provides AI assistants direct access to the Apache Zeppelin RES…
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| 35891 |
tailscale-blade-mcp
Claim
Enables AI agents to securely interact with Tailscale tailnets for device inven…
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| 35892 |
apple-photos-mcp
Claim
Enables AI assistants to query and export from the macOS Apple Photos library u…
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| 35893 |
biosamples-mcp
Claim
Validates biological sample metadata against ENA checklists, recommends appropr…
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| 35894 |
Markdrop MCP Server
Claim
Connects Claude to a Markdrop knowledge base, allowing it to search and retriev…
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| 35895 |
myfitnesspal-mcp
Claim
A Model Context Protocol (MCP) server that connects AI assistants to your MyFit…
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| 35896 |
Next.js MCP Server
Claim
A template MCP server built with Next.js using the Vercel MCP Adapter. Provides…
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| 35897 |
flin-linkedin-posts-mcp
Claim
Enables users to read and analyze their own LinkedIn posts and shares using OAu…
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| 35898 |
PartnerCore
Claim
Enables AI assistants to perform Business Central AL development tasks includin…
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| 35899 |
clariBIcom
Claim
clariBI is an AI-powered business intelligence platform that lets SaaS and ecom…
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| 35900 |
Rememberizer MCP Server
Claim
Enables querying and managing personal/team internal knowledge from sources lik…
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