MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 3 hours, 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36401 |
Agentverse Memory
Claim
Graph-native persistent memory for AI agents — 33 MCP tools, zero-LLM writes.
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| 36402 |
MCP Fast Server
Claim
MCP server that enables web search via DuckDuckGo and readable content extracti…
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| 36403 |
vcp-mcp
Claim
Value Context Protocol tools: VCP/I tokens, CSM1 codes, VCP-Lite, and context e…
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| 36404 |
mcp-server-mssql
Claim
A Model Context Protocol (MCP) server for Microsoft SQL Server databases, provi…
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| 36405 |
ghidra-api-mcp
Claim
Helps LLMs write correct Ghidra scripts by providing API call-flows extracted f…
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| 36406 |
BambooHR MCP Server
Claim
A comprehensive MCP server for BambooHR with 47 tools covering employee managem…
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| 36407 |
Google Drive MCP Server
Claim
A Model Context Protocol server that provides secure integration with Google Dr…
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| 36408 |
kimi-bridge
Claim
An MCP server that enables WorkBuddy to invoke the kimi-code CLI locally via MC…
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| 36409 |
@seomcp/proxy
Claim
Local MCP proxy for seo-mcp — 39 SEO tools in your AI assistant.
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| 36410 |
ZotLink
Claim
MCP server that enables one-click saving of open scholarly sources (arXiv, bioR…
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| 36411 |
resume-mcp
Claim
An MCP server that provides a structured API for AI agents to query a person's …
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| 36412 |
SERVER-MCP
Claim
On-server agent for managing PostgreSQL, Redis, Keycloak, and NGINX on Ubuntu i…
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| 36413 |
smartfarm-mcp
Claim
Wraps the Smart Farm Korea Open API into MCP tools, allowing LLMs to query farm…
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| 36414 |
MCPpedia
Claim
Search, evaluate, and compare 17,000+ MCP servers from the [MCPpedia](https://m…
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| 36415 |
MCP server for AI-powered marketing intelligence and automation for the RU/CIS …
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| 36416 |
heimdall-mcp
Claim
Transparent proxy for any MCP server that intercepts all JSON-RPC messages, mea…
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| 36417 |
ai-git
Claim
A deterministic MCP server that reimplements ai-git-fish workflows (aicommit, a…
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| 36418 |
mcp-coinbase
Claim
Browser-automated MCP server for Coinbase crypto exchange, enabling live prices…
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| 36419 |
Enables subnet calculations from CIDR notation, providing network address, broa…
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| 36420 |
docu-scan by SPOCONT
Claim
Extract specified key-values and all recognizable structured data from .pdf usi…
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| 36421 |
mcp-irail-belgium
Claim
MCP server for querying Belgian railway data (SNCB/NMBS) via the iRail API, ena…
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| 36422 |
terminal-guardian-mcp
Claim
Provides secure, sandboxed terminal access for AI assistants via the Model Cont…
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| 36423 |
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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| 36424 |
Production MCP Starter
Claim
A hexagonal TypeScript starter for production MCP servers with built-in authent…
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| 36425 |
AgentNDX
Claim
Search and discover MCP servers, A2A agents, and x402-enabled services. The age…
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| 36426 |
porkbun-mcp-server
Claim
MCP server for managing Porkbun domains, DNS, and related services via Porkbun'…
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| 36427 |
plantops-mcp-2
Claim
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| 36428 |
dbt MCP Server
Claim
Provides intelligent dbt assistance through Claude Code integration, enabling u…
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| 36429 |
muni-dev-cost
Claim
US municipal development cost: aggregated impact + water/sewer tap fees per jur…
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| 36430 |
Give your AI agent a wallet. AgentFi provides 10 MCP tools for executing DeFi t…
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| 36431 |
Sibyl
Claim
MCP server for Google's Gemini API, enabling text, image, video, speech, embedd…
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| 36432 |
mcp
Claim
Search, label, and manage your X (Twitter) bookmarks from any MCP client via Tw…
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| 36433 |
MCP-Hound
Claim
Enables code search across indexed repositories using regex patterns, with pagi…
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| 36434 |
BuildBetter
Claim
AI for product teams. Connect all your company and customer knowledge to all of…
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| 36435 |
MCP Configurator Server
Claim
Manages, edits, backups, and validates Claude Desktop and other client JSON con…
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| 36436 |
Yahoo Finance MCP Server
Claim
Integrates Yahoo Finance data with Claude to provide real-time and historical f…
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| 36437 |
deep-code-security
Claim
Multi-language SAST and AI-powered fuzzing MCP server for Claude Code integrati…
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| 36438 |
Qiskit MCP Server
Claim
Unofficial Model Context Protocol (MCP) server that enables LLMs to build and e…
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| 36439 |
Egnyte MCP Server
Claim
Enables AI agents to search for and retrieve documents from Egnyte by name, usi…
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| 36440 |
Code Review MCP
Claim
Enables Codex-powered Git code review by collecting diffs and generating Chines…
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| 36441 |
Langclaw CROO Agent
Claim
A paid callable research agent that provides source-backed reports, onchain int…
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| 36442 |
OpenCode MCP Server
Claim
Refines development prompts and stores semantic memory to save tokens in comple…
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| 36443 |
inquisitor
Claim
Hypothesis-driven problem solving for AI agents: probe, falsify, escalate.
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| 36444 |
A Model Context Protocol (MCP) server that provides tools for extracting images…
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| 36445 |
Indian Broker MCP Server
Claim
Enables unified read-only portfolio viewing across Indian brokers (Groww, Zerod…
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| 36446 |
stash-mcp
Claim
Enables interaction with Bitbucket Server/Data Center (Stash) for project and r…
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| 36447 |
physionet-mcp
Claim
Enables querying and exploring PhysioNet biomedical datasets via BigQuery, with…
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| 36448 |
dehashed-mcp
Claim
An MCP server that wraps the DeHashed breach-data API, exposing endpoints as to…
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| 36449 |
Enables querying LlamaCloud document indices using retrieval-augmented generati…
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| 36450 |
AlipayPlus MCP Server
Claim
Integrates Ant International's AlipayPlus payment APIs, enabling AI assistants …
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