MCP Server Quality Scores
Independent quality analysis of 69448 public MCP servers
Last updated 1 hour, 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36351 |
my-mcp-server
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| 36352 |
planetary-agents
Claim
Converse with planetary-agent personas, council feeds & culinary debates from a…
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| 36353 |
AI-powered meeting scheduling with intelligent auto-scheduling for Claude and A…
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| 36354 |
smart-mcp-server
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Enables AI assistants to securely interact with FHIR R4 servers for clinical de…
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| 36355 |
loudcheck
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Loudness compliance verdicts against formal broadcast standards (EBU R128, ATSC…
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| 36356 |
avocado-ai
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Generate AI images, videos, UGC ads, and product photos directly from Claude, C…
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| 36357 |
Modular RAG MCP Server
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Converts unstructured documents into a searchable knowledge base and exposes re…
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| 36358 |
laravel-forge-mcp
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Manages Laravel Forge servers, sites, deployments, SSL certificates, databases,…
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| 36359 |
MarkMesh
Claim
Trademark search, monitoring and conflict research across 30+ registers, with p…
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| 36360 |
sutra
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| 36361 |
An MCP server for web content extraction that converts HTML pages into clean, L…
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| 36362 |
Smart‑Thinking
Claim
Find relevant Smart‑Thinking memories fast. Fetch full entries by ID to get com…
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| 36363 |
aria-mcp-cvr-dk
Claim
Enables looking up Danish companies by CVR number, name, or phone via cvrapi.dk.
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| 36364 |
Wedding provider directory, gift ideas, and a couple's own wedding plan behind …
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| 36365 |
distillory
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Local-first memory engine that synthesizes entity profiles at ingestion. Enable…
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| 36366 |
test
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| 36367 |
Spring Boot MCP 服务器(示例占位描述),通过 GHCR 以 OCI 镜像发布至 MCP Registry。
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| 36368 |
mcp
Claim
AEO scoring, llms.txt audit, and agent-readiness checks for AI agents.
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| 36369 |
myclaw-toolkit
Claim
23-in-1 developer utility toolkit — search, exchange rates, crypto, QR codes, a…
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| 36370 |
Boolsai Signals
Claim
Quant-research MCP — tradeable signals from public-company website stack change…
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| 36371 |
Enables AI assistants to query and interact with a graph database of markdown n…
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| 36372 |
AI-Canvas MCP Server
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Enables AI assistants to inspect, modify, export, and validate design documents…
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| 36373 |
habitica-mcp
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Habitica MCP server built with Effect v4, currently exposing a hello-world tool…
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| 36374 |
Cookwala
Claim
Search Cookwala recipes by diet, allergen, method and language; dry-run them sa…
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| 36375 |
youtube-transcript-dev
Claim
YouTube Transcript MCP Server
MCP server for YouTubeTranscript.dev. Extract Y…
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| 36376 |
AutoLearn MCP Server
Claim
An MCP server that enables AI agents to dynamically create and reuse executable…
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| 36377 |
open-brain
Claim
Graph-structured MCP memory server. 37.2% on LongMemEval baseline — a benchmark…
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| 36378 |
Aviation Weather
Claim
Aviation Weather MCP — METAR, TAF, PIREPs, AIRMET/SIGMET, station info
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| 36379 |
TrendRadar MCP Server
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A customizable hot news aggregator with AI analysis, multi-language support, an…
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| 36380 |
weflow-mcp
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Enables to access and manage WeChat data (sessions, contacts, Moments) through …
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| 36381 |
mcp
Claim
AgisHub — pay-per-call tools for AI agents over x402 (USDC on Base). No API key.
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| 36382 |
Self-custodial crypto portfolio for AI agents. Reads EVM wallet balances, ENS, …
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| 36383 |
intruder-io
Claim
test
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| 36384 |
RAG Document Server
Claim
A deterministic MCP server for document processing and retrieval that enables A…
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| 36385 |
dmc-mcp-server
Claim
An MCP server that executes SQL queries on TDSQL-C and TDSQL database instances…
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| 36386 |
Things MCP
Claim
Read-only MCP server for Things 3 to retrieve completed tasks by date, weekly s…
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| 36387 |
WeChat MCP Server
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Enables Claude Code to read encrypted WeChat chat history from local database, …
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| 36388 |
Bulk-launch and manage ads across many Meta, TikTok and Snapchat ad accounts fo…
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| 36389 |
AdvocateMCP
Claim
MCP layer for local businesses: discover, query, book, and transact with verifi…
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| 36390 |
LayerOne (DocX + Sign)
Claim
MCP server for LayerOne DocX (documents & Factur-X) and Sign (e-signature) APIs.
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| 36391 |
arxiv-mcp
Claim
An MCP server that lets LLMs search, verify, and read papers from arXiv, preven…
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| 36392 | — | |||||||||
| 36393 |
SplitwiseMCP
Claim
A local MCP server that enables AI clients like Codex, Claude Code, and Claude …
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| 36394 |
Enables managing personal expenses, budgets, and financial summaries through na…
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| 36395 |
PipRail
Claim
A budget-bound x402 payment wallet for AI agents: it autonomously pays HTTP 402…
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| 36396 |
hdu-ics-mcp-server
Claim
Enables querying of Hangzhou Dianzi University course schedules, exams, and cam…
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| 36397 |
phi-redact-mcp
Claim
An MCP server that redacts PII/PHI from text before it ever reaches an LLM — se…
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| 36398 |
dalicore-mcp-client
Claim
Streamlined MCP server with 8 essential tools for file operations, code editing…
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| 36399 |
mcp-sentry-ts
Claim
Enables querying and managing Sentry projects, issues, and events through natur…
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| 36400 |
container-mcp
Claim
Run AI agents in VM-isolated sandboxes on your Mac.
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