MCP Server Quality Scores
Independent quality analysis of 62098 public MCP servers
Last updated 2 hours, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 32101 |
Token holder distribution API for AI agents. Analyze any ERC-20 token's holder …
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| 32102 |
Meraki MCP Server
Claim
Exposes a curated subset of the Cisco Meraki Dashboard API to MCP-aware clients…
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| 32103 |
Enables deploying a remote MCP server on Cloudflare Workers without authenticat…
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| 32104 |
vercel-mcp-server
Claim
Provides a Model Context Protocol server to integrate Vercel API for managing p…
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| 32105 |
sentryfrogg-mcp
Claim
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| 32106 |
avengers-squad
Claim
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| 32107 |
comidp-mcp-server
Claim
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| 32108 |
Kedro MCP Server
Claim
Provides AI assistants with versioned guidance for Kedro projects, including no…
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| 32109 |
mcp_inventory
Claim
An MCP server for managing product inventory with SQLite, enabling CRUD operati…
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| 32110 |
RTBrick MCP Server
Claim
Gives AI assistants direct access to RTBrick's website, technical documentation…
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| 32111 |
Executive Cortex MCP
Claim
Enables local task planning and execution with DAG-based plans, multiple reason…
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| 32112 |
LotAPI
Claim
Deterministic parcel intelligence for US properties. Resolves any street addres…
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| 32113 |
Keenable MCP Server
Claim
An MCP server that enables web search and page content retrieval via the Keenab…
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| 32114 |
Google Tasks MCP Server is a local MCP server that provides AI agents with full…
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| 32115 |
agent-notify
Claim
Enables AI agents and applications to send audio notifications with text-to-spe…
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| 32116 |
MCP Kali Server
Claim
Connects MCP clients to a Kali Linux terminal API, enabling AI-assisted penetra…
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| 32117 |
lighthouse-mcp-oauth
Claim
Enables Claude.ai to connect to a Hermes MCP server via OAuth 2.1 authorization…
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| 32118 |
SageMCP
Claim
A scalable multi-tenant platform for hosting MCP servers with built-in OAuth/AP…
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| 32119 |
HiPay MCP Server
Claim
MCP server for integrating HiPay's Enterprise payment API, providing tools for …
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| 32120 |
Domain memory
Claim
A local MCP server that accumulates the business-domain knowledge of a software…
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| 32121 |
Syracuse Company News
Claim
Structured company & industry news for AI agents: typed, dated, source-linked e…
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| 32122 |
mcp-spotify-cli
Claim
A CLI agent that controls Spotify through natural language commands, leveraging…
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| 32123 |
ComfyUI MCP Server
Claim
Enables AI agents to generate and iteratively refine images, audio, and video b…
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| 32124 |
neon-mcp
Claim
Lightweight MCP server that allows agents to interface with the Neon REST API, …
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| 32125 |
my-mcp2
Claim
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| 32126 |
mcp-rick-and-morty
Claim
Enables querying Rick and Morty characters, locations, and episodes using the R…
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| 32127 |
Ariel
Claim
Ariel is an MCP server that exposes AT Protocol (Bluesky) operations as tools, …
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| 32128 |
author-mcp-server
Claim
Recall, check, search, timeline, and graph tools for fiction writers via Seizn …
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| 32129 |
agentcairn
Claim
agentcairn is a local-first memory MCP server: your agent's memories live as Ma…
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| 32130 |
Cortex Hub
Claim
Self-hosted AI Agent Memory + Code Intelligence Platform providing persistent m…
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| 32131 |
ohos-mcp-unofficial
Claim
Brings HarmonyOS and OpenHarmony English documentation to AI assistants for ins…
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| 32132 |
LDAP Assistant MCP
Claim
Enables troubleshooting of LDAP directory services through natural language que…
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| 32133 |
Harness MCP Server
Claim
Enables AI applications to manage continuous delivery and cloud costs through t…
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| 32134 |
kalundborg-mcp
Claim
MCP server for Kalundborg Kommune, enabling search of content, news, popular pa…
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| 32135 |
sicry
Claim
Enables AI agents to access Tor hidden services and the dark web through tools …
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| 32136 |
frame-check-mcp
Claim
Enables structural framing analysis of documents, identifying perspectives, omi…
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| 32137 |
LinkedIn MCP Server
Claim
A ToS-compliant Model Context Protocol server for LinkedIn that uses the offici…
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| 32138 |
TDX MCP Server
Claim
An MCP server that wraps the TeamDynamix Web API, enabling AI assistants to sea…
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| 32139 |
willhaben-mcp
Claim
Enables searching Austria's largest classifieds marketplace (willhaben.at) for …
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| 32140 |
postgres-mcp
Claim
A production-ready MCP server for PostgreSQL — built for Claude Desktop, Claude…
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| 32141 |
Exposes a set of CLI tools (test generation, documentation generation, linting,…
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| 32142 |
domain-whois-mcp
Claim
Enables AI agents to perform real-time WHOIS and RDAP lookups, domain availabil…
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| 32143 |
memory-wiki
Claim
A persistent personal memory system for Claude that accumulates and organizes k…
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| 32144 |
autodemo
Claim
MCP server that turns any running web app into demo videos, interactive walkthr…
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| 32145 |
gtfs-pro-mcp
Claim
MCP server that provides tools for querying live transit data (stops, departure…
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| 32146 |
table-context-mcp
Claim
Converts Excel table definitions to structured JSON and exposes them to LLMs vi…
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| 32147 |
Odoo MCP
Claim
Safety-first Model Context Protocol server for Odoo that enables AI assistants …
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| 32148 |
actiongate
Claim
Pre-execution safety layer for autonomous agent wallets. Risk scoring, transact…
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| 32149 |
steamforecast-mcp
Claim
Model Context Protocol server for Steam Launch Forecaster, exposing calibrated …
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| 32150 |
Embedded xLink MCP
Claim
MCP server for embedded debugging based on probe-rs, providing 22 tools for ARM…
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