MCP Server Quality Scores
Independent quality analysis of 69093 public MCP servers
Last updated 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 58251 |
Kickstart development with a ready-made TypeScript project for quickly adding t…
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| 58252 |
cron-ai-mcp
Claim
cron-ai-mcp MCP server by MEOK AI Labs
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| 58253 |
transcribe
Claim
Transcribe audio & video to text for AI agents: 100+ languages, speaker labels,…
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| 58254 |
A local-first FastAPI and MCP safety kit for turning internal HTTP APIs into co…
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| 58255 |
A server template for deploying MCP servers on Cloudflare Workers with OAuth au…
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| 58256 |
Five independent news sources (AP, BBC, NPR, Hacker News, Google News) behind o…
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| 58257 |
kegg-mcp
Claim
An MCP server that exposes the KEGG REST API — pathways, genes, compounds, reac…
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| 58258 |
D Fetcher
Claim
Vitamin D synthesis calculator: sun position, UV, IU/min, time to dose, sunburn…
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| 58259 |
storebridge-mcp
Claim
Remote MCP connector for App Store + Google Play data via StoreBridge API. No a…
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| 58260 |
memory-mcp
Claim
A local-first MCP server that exposes personal notes and files as unified seman…
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| 58261 |
headroom
Claim
MCP server that provides real-time rate-limit and context budget awareness to C…
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| 58262 |
Statly Docs MCP Server
Claim
Provides AI agents with access to Statly SDK and API documentation, enabling se…
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| 58263 |
Seed MCP Server
Claim
Enables creating and inspecting Seed tables and relationships through the Seed …
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| 58264 |
bitrix24-mcp
Claim
MCP server that connects Claude to Bitrix24 — CRM, tasks, disk, calendar, chat,…
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| 58265 |
reconftw-mcp
Claim
Enables AI assistants to perform reconnaissance tasks using the reconFTW framew…
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| 58266 |
Enables AI assistants to control a browser for web automation tasks like naviga…
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| 58267 |
ogforge-api
Claim
Free Open Graph image generator API with themes, Lucide icons, and custom layou…
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| 58268 |
test_zikim
Claim
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| 58269 |
Vynix
Claim
Give AI coding agents access to your Vynix visual feedback, bug reports, and AI…
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| 58270 |
nod-mcp-server
Claim
Enables AI agents to discover and interact with business capabilities by readin…
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| 58271 |
pi-controller-mcp
Claim
MCP server for managing Raspberry Pi K3s clusters via AI assistants like Claude…
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| 58272 |
js-reverse-evolver
Claim
A self-evolving JavaScript reverse engineering workflow MCP server that automat…
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| 58273 |
humanizer
Claim
Transform AI-generated text into natural, human-sounding content that bypasses …
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| 58274 |
fallestateonboard-mcp
Claim
Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as MCP tools and re…
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| 58275 |
Cabrini Market Data
Claim
US equity data for AI agents — 23 years intraday + daily, SEC filings. x402 USD…
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| 58276 |
DocQA MCP
Claim
AI document verification: catch hallucinations, arithmetic errors, and field mi…
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| 58277 |
pharos-paygate
Claim
Provides AI agents with a complete payments toolkit on the Pharos Atlantic Test…
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| 58278 |
AdvocateMCP
Claim
MCP layer for local businesses: discover, query, book, and transact with verifi…
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| 58279 |
GhidraMCP
Claim
ghidraMCP is an MCP server that allows LLMs to autonomously reverse engineer ap…
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| 58280 |
frontend-review-mcp
Claim
Enables visual review of UI edits by comparing before and after screenshots, re…
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| 58281 |
confluence-mini-mcp
Claim
Lightweight MCP server that crawls Confluence subtrees and serves cached Markdo…
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| 58282 |
mcp-refactor-typescript
Claim
A TypeScript/JavaScript refactoring MCP server that uses the TypeScript compile…
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| 58283 |
mcp
Claim
Model Context Protocol (MCP) Server for the mcp API.
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| 58284 |
mcp
Claim
Live AI trend radar: trending AI topics, why-trending signals, daily digests. N…
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| 58285 |
claude-ipc-broker
Claim
A message broker enabling coordination between multiple Claude Code terminals t…
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| 58286 |
vnc-mcp
Claim
Enables MCP-compatible LLMs to interact with any desktop accessible over VNC, p…
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| 58287 |
ClickUp MCP Server
Claim
Enables AI assistants to interact with ClickUp tasks, analyze workflows, update…
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| 58288 |
Rovodev CLI MCP
Claim
Exposes Rovodev CLI as MCP tools for interacting with Rovodev agent, including …
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| 58289 |
Moist
Claim
Enables Gmail operations such as reading, sending, searching, and managing emai…
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| 58290 |
llmprobe
Claim
Synthetic monitoring for LLM inference endpoints. Measure TTFT, latency, throug…
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| 58291 |
MCP Gemini Web Search
Claim
Provides grounded web search and research capabilities using Google's Gemini mo…
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| 58292 |
memory-mcp-server
Claim
Gives any AI tool persistent, searchable memory across sessions using hybrid se…
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| 58293 |
Wafle-Scraper
Claim
Enables AI agents to scrape web pages safely with incognito browsing, rate limi…
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| 58294 |
A system integrating two independent MCP servers for Google Calendar and Google…
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| 58295 |
schema-validator-ai-mcp
Claim
schema-validator-ai-mcp MCP server by MEOK AI Labs
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| 58296 |
Kaggle-mcp
Claim
MCP server for the Kaggle API: competitions, datasets, kernels, and models.
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| 58297 |
mcp-arcgis-eagan
Claim
Enables querying and exploring City of Eagan open geospatial data (parcels, zon…
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| 58298 |
llauncher
Claim
Manages llama.cpp llama-server instances with tools for lifecycle management, c…
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| 58299 |
mcp-rag-server
Claim
An MCP server that indexes documents and serves relevant context to LLMs via Re…
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| 58300 |
DentOps Copilot
Claim
An MCP-native agentic copilot for dental practices that orchestrates multiple M…
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