MCP Server Quality Scores
Independent quality analysis of 64636 public MCP servers
Last updated 3 hours, 42 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36051 |
gem-mcp
Claim
An autonomous MCP server for AI-powered software generation using Gemini and Gr…
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| 36052 |
Hunch
Claim
MCP server that exposes Kalshi prediction markets as tools for AI agents, enabl…
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| 36053 |
lumberjack
Claim
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| 36054 |
mcp-server
Claim
stories.yaml — an open specification for software requirements, enforced by CI.
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| 36055 |
dbnomics
Claim
Enables querying economic statistics from over 80 providers via DBnomics, with …
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| 36056 |
Stream MCP
Claim
Enables deployment of MCP servers over HTTP, providing ready-to-use tools for t…
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| 36057 |
OSHA Compliance MCP
Claim
Query OSHA safety standards (29 CFR 1910 & 1926) with plain-English summaries. …
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| 36058 |
Context7 MCP Server
Claim
An MCP server that bridges to the Context7 API, enabling querying documentation…
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| 36059 |
Self-Learning MCP
Claim
Enables AI agents to learn from their work by recording tasks, extracting patte…
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| 36060 |
stitch-pro-mcp
Claim
An intelligent MCP server for Google Stitch that generates production-ready UI …
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| 36061 |
Provides unified access to vulnerability data from NVD, MITRE, and GitHub Secur…
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| 36062 |
bookmark-lens
Claim
Enables AI assistants to save, search, and manage bookmarks with semantic searc…
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| 36063 |
browserkit
Claim
An open-source framework for building site-specific MCP servers that run over r…
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| 36064 |
my-mcpserver
Claim
A production-ready template for developing Model Context Protocol (MCP) servers…
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| 36065 |
pulsenetwork
Claim
825 paid intelligence endpoints in one MCP server — agents pay per query via x4…
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| 36066 |
mcp-surveys
Claim
Public MCP server for agent-created, human-friendly, short-lived surveys. Enabl…
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| 36067 |
dns-aid
Claim
Discover and publish AI agents via DNS using SVCB records (RFC 9460)
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| 36068 |
SSH MCP Server
Claim
Enables AI tools to manage SSH connections, execute commands, transfer files, a…
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| 36069 |
trane-mcp
Claim
Provides AI agents with read access to Trane Tracer SC+ building automation sys…
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| 36070 |
onramperx
Claim
Non-custodial value router: ranked fiat/crypto & cross-chain routes, swaps, onr…
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| 36071 |
Kubeflow MCP Server
Claim
AI-powered interface for Kubeflow Training via MCP, enabling AI assistants to m…
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| 36072 |
nutriref
Claim
Pay-per-call USDA nutrition for AI agents (x402 micropayments in USDC on Base).
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| 36073 |
s-gw MCP server
Claim
A local stdio MCP server that enables coding agents to discover credential hand…
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| 36074 |
A comprehensive MCP server for Google Sheets integration with Claude, enabling …
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| 36075 |
MCP-Serveur
Claim
A modular and extensible MCP server for managing synchronous and asynchronous t…
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| 36076 |
Rippling MCP Server
Claim
Provides 50+ tools for interacting with Rippling's HR platform, including emplo…
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| 36077 |
Barcode Hub
Claim
Enables barcode decoding from URLs, uploaded files, or raw bytes via HTTP and M…
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| 36078 |
MCP server for Circle — USDC payments, wallets, payouts, transfers
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| 36079 |
Modular RAG MCP Server
Claim
A fully modular RAG system with MCP protocol integration, enabling hybrid retri…
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| 36080 |
Enables access to Amplemarket's knowledge base through Pylon's API. Supports se…
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| 36081 |
Cellarion Wine Registry
Claim
Public wine registry and guides: search wines, grapes, regions, appellations. N…
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| 36082 |
Agentic AI MCP Server
Claim
An MCP server with real AI capabilities (OpenAI/Anthropic) for natural language…
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| 36083 |
netcoredbg-mcp
Claim
Enables AI coding agents to debug .NET applications with breakpoints, stepping,…
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| 36084 |
Enables searching and retrieving images from Wikipedia Commons with detailed me…
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| 36085 |
Converts meeting transcripts, text inputs, and images into structured Azure Dev…
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| 36086 |
FortiCNAPP MCP Server
Claim
MCP server for managing Fortinet FortiCNAPP via AI agents, enabling vulnerabili…
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| 36087 |
hsk-mcp
Claim
A remote Model Context Protocol (MCP) server that gives AI assistants structure…
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| 36088 |
GitHub Actions Audit
Claim
GitHub Actions workflow security audit - 21 checks: pinning, permissions, secre…
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| 36089 |
RX-Radar
Claim
[](https://smithery…
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| 36090 |
T5Chem MCP Server
Claim
Enables chemical reaction predictions (retrosynthesis, product, reagents), mole…
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| 36091 |
conduitAI
Claim
Search, browse, and install MCP servers, agents, skills, and plugins from condu…
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| 36092 |
whois-mcp-server
Claim
Domain registration, availability, DNS records, and IP/ASN resolution via RDAP …
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| 36093 |
anchain-data-mcp
Claim
Enables AI assistants to access AnChain.AI blockchain intelligence APIs for ris…
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| 36094 |
mcp-wheather
Claim
Provides real-time weather information for any location using the Open-Meteo AP…
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| 36095 |
ebenova-fieldops
Claim
WhatsApp booking, staff coordination, and invoice recovery for services.
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| 36096 |
solve-it
Claim
MCP server that provides programmatic access to the SOLVE-IT digital forensics …
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| 36097 |
Free — no API key required. Enrich by domain or name. Country, contacts, social…
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| 36098 |
mcp-server-matrix
Claim
Enables AI assistants to interact with Matrix, the open decentralized communica…
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| 36099 |
codeembed
Claim
Embeds your codebase into a local vector and graph database and exposes it as a…
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| 36100 |
Codex Native Memory
Claim
Provides local cross-session memory for Codex by importing transcripts, indexin…
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