MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 8 hours, 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 58051 |
Sequesign
Claim
Cryptographically verifiable receipts of an agent's delegated work, verified of…
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| 58052 |
consciousness MCP server
Claim
A pluggable vector memory server for semantic search and long-term memory, with…
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| 58053 |
codecks-mcp
Claim
MCP server for Codecks project management, providing 38 tools to manage cards, …
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| 58054 |
ElevenLabs MCP Server
Claim
An MCP server that provides text-to-speech, speech-to-text, and voice managemen…
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| 58055 |
anthropic-mcp
Claim
Provides access to Claude models, message creation, token counting, and batch p…
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| 58056 |
research-mcp-lab
Claim
MCP server that acts as a research intelligence agent, converting natural langu…
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| 58057 |
directus-safe-mcp
Claim
A schema-aware, dry-run/verify-guarded MCP sidecar that wraps the Directus REST…
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| 58058 |
server_name
Claim
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| 58059 |
statefinance-mcp
Claim
Enables querying state-level campaign finance data, including donors, expenditu…
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| 58060 |
CMS Mcp Server
Claim
Provide a scaffold framework to build MCP servers efficiently. Enable rapid dev…
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| 58061 |
Weather MCP Server
Claim
Enables real-time weather queries via Claude Desktop using OpenWeatherMap API, …
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| 58062 |
MCP Nightscout
Claim
Connects AI assistants to Nightscout for real-time glucose monitoring, analysis…
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| 58063 |
agora
Claim
Espacio compartido y persistente por repositorio para sesiones de Claude Code: …
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| 58064 |
Contexta
Claim
Contexta gives AI assistants a persistent, typed memory layer backed by a knowl…
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| 58065 |
dbt-core-mcp
Claim
Enables interaction with dbt projects via the Model Context Protocol for data a…
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| 58066 |
Agentverse Memory
Claim
Graph-native persistent memory for AI agents — 33 MCP tools, zero-LLM writes.
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| 58067 |
ghidra-api-mcp
Claim
Helps LLMs write correct Ghidra scripts by providing API call-flows extracted f…
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| 58068 |
vcp-mcp
Claim
Value Context Protocol tools: VCP/I tokens, CSM1 codes, VCP-Lite, and context e…
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| 58069 |
Opendraft
Claim
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| 58070 |
BambooHR MCP Server
Claim
A comprehensive MCP server for BambooHR with 47 tools covering employee managem…
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| 58071 |
LeadSpark MCP
Claim
Enables AI agents to research companies and find contacts with structured data …
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| 58072 |
Windchill MCP Server
Claim
Comprehensive MCP server for PTC Windchill PLM, providing 64+ tools across 7 ag…
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| 58073 |
Google Drive MCP Server
Claim
A Model Context Protocol server that provides secure integration with Google Dr…
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| 58074 |
mnemo
Claim
Self-correcting agent memory + MCP server: recall, supersede/revert/review corr…
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| 58075 |
An MCP server that provides tools to interact with the Respona Dashboard backen…
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| 58076 |
ZotLink
Claim
MCP server that enables one-click saving of open scholarly sources (arXiv, bioR…
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| 58077 |
AIMarket MCP Packager
Claim
Stdio MCP packager: AIMarket hub plugins into self-hosted MCP server products.
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| 58078 |
resume-mcp
Claim
An MCP server that provides a structured API for AI agents to query a person's …
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| 58079 |
Deterministic safety, correctness & cost gate that vets Postgres SQL before you…
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| 58080 |
AgentCall
Claim
Programmable phone numbers for AI agents. Provision numbers, send/receive SMS, …
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| 58081 |
SERVER-MCP
Claim
On-server agent for managing PostgreSQL, Redis, Keycloak, and NGINX on Ubuntu i…
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| 58082 |
lims
Claim
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| 58083 |
MCP server for AI-powered marketing intelligence and automation for the RU/CIS …
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| 58084 |
ai-git
Claim
A deterministic MCP server that reimplements ai-git-fish workflows (aicommit, a…
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| 58085 |
MCP Context Hub
Claim
A local MCP server for RAG memory, semantic search, and context optimization us…
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| 58086 |
heimdall-mcp
Claim
Transparent proxy for any MCP server that intercepts all JSON-RPC messages, mea…
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| 58087 |
mcp-coinbase
Claim
Browser-automated MCP server for Coinbase crypto exchange, enabling live prices…
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| 58088 |
Google Cheap Search
Claim
Provides real-time Google search results (organic + knowledge graph) with count…
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| 58089 |
Enables subnet calculations from CIDR notation, providing network address, broa…
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| 58090 |
commands-mcp
Claim
An MCP server that lets you define and run custom shell commands via YAML templ…
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| 58091 |
Kiprio MCP Server
Claim
23 API tools for Claude Code — email, DNS, SSL, NLP, scraping. Free tier includ…
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| 58092 |
Production MCP Starter
Claim
A hexagonal TypeScript starter for production MCP servers with built-in authent…
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| 58093 |
docs-mcp
Claim
Indexes documentation sites by base URL and serves keyword search, optional sem…
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| 58094 |
nextjs-agent-mcp
Claim
An MCP server that lets an AI agent drive and inspect a running Next.js app, wi…
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| 58095 |
cPanel MCP Server
Claim
A comprehensive MCP server for managing cPanel hosting accounts through AI assi…
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| 58096 |
terminal-guardian-mcp
Claim
Provides secure, sandboxed terminal access for AI assistants via the Model Cont…
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| 58097 |
porkbun-mcp-server
Claim
MCP server for managing Porkbun domains, DNS, and related services via Porkbun'…
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| 58098 |
crypto-signal
Claim
Cloudflare Workers MCP server: crypto-signal
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| 58099 |
Trello MCP Server
Claim
Enables interaction with Trello boards, lists, and cards using the Model Contex…
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| 58100 |
dbt MCP Server
Claim
Provides intelligent dbt assistance through Claude Code integration, enabling u…
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