MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 2 hours, 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41351 |
Seekstone
Claim
The fastest Obsidian MCP server for Claude.
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| 41352 |
linear-mcp
Claim
A read-only MCP server for Linear that enables listing teams, cycles, and issue…
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| 41353 |
context-bridge
Claim
Enables Claude Code to search and retrieve past chat history from Claude.ai exp…
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| 41354 |
Self-hosted multi-user memory for AI agents: a human-readable Markdown wiki wit…
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| 41355 |
irail-mcp
Claim
Provides Belgian railway travel information via the iRail API, including statio…
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| 41356 |
Converts meeting transcripts, text inputs, and images into structured Azure Dev…
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| 41357 |
cryosparc-docs-mcp
Claim
Enables AI coding agents to search and retrieve official CryoSPARC documentatio…
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| 41358 |
fake-star-audit
Claim
Transparent rule-based GitHub fake-star detector — LOW/MEDIUM/HIGH with per-rul…
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| 41359 |
The Front Desk Review
Claim
4,764 products, 626 categories: sourced prices, dated price history, independen…
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| 41360 |
ltspice-mcp
Claim
An MCP server that enables LLMs to read and modify LTspice schematics, run simu…
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| 41361 |
Google Ads MCP Server
Claim
Enables LLMs to query Google Ads accounts, search for information, and list acc…
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| 41362 |
freee-hr-mcp
Claim
Enables managing freee HR operations like employee data, attendance, leave, and…
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| 41363 |
usa-npn-mcp-server
Claim
Enables querying and exporting phenology data from the USA National Phenology N…
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| 41364 |
@isteamhq/mcp
Claim
MCP server for is.team, enabling AI agents to interact with project boards, tas…
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| 41365 |
AlphaCAM MCP Bridge
Claim
AI-driven CAM automation server that wraps AlphaCAM 2016 R1 COM API into MCP to…
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| 41366 |
investbuddy
Claim
LSTM stock predictions with +15.92% alpha over S&P 500. 10-day forecasts & port…
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| 41367 |
cq_mcp
Claim
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| 41368 |
groww
Claim
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| 41369 |
@hyperwhisper/mcp
Claim
Enables Cursor, Claude, and other MCP agents to interact with the HyperWhisper …
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| 41370 |
mcp-server-test
Claim
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| 41371 |
LinkedIn MCP Server
Claim
Enables AI agents to interact with LinkedIn for posting, commenting, liking, an…
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| 41372 |
nano-banana-mcp
Claim
Enables AI image generation and editing using Google's Gemini models via natura…
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| 41373 |
OmniPlan MCP Server
Claim
Enables Claude to read and analyze project schedule files in OmniPlan (.oplx) a…
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| 41374 |
Netmon
Claim
Query devices, alerts, syslog, NetFlow and metrics on your Netmon monitoring ap…
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| 41375 |
ADA Turbo
Claim
Provides a complete agency operating system with 20+ roles (strategy, creative,…
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| 41376 |
devspace-memory-bridge
Claim
A non-invasive MCP bridge that makes DevSpace search tools memory-aware by augm…
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| 41377 |
Gmail MCP Server
Claim
Enables AI-powered email management through Gmail, including search, send, draf…
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| 41378 |
SageMaker AI MCP Server
Claim
Enables AI assistants to manage Amazon SageMaker AI resources including endpoin…
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| 41379 |
CodeGraph
Claim
An MCP server that provides semantic code intelligence by pre-indexing codebase…
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| 41380 |
NYT Cooking MCP
Claim
Enables AI assistants to search New York Times Cooking recipes, fetch full reci…
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| 41381 |
An MCP server using Hono and Streamable HTTP, deployable to Cloudflare Workers,…
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| 41382 |
XLMCP
Claim
Enables Claude Code to interact with Jupyter notebooks, perform semantic search…
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| 41383 |
Enables querying U.S. legislative data from Congress.gov API using MCP resource…
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| 41384 |
Enables autonomous agents to validate, audit, and correct e-invoices against Eu…
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| 41385 |
An MCP server that coordinates multiple Claude Code sessions through kitty term…
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| 41386 |
Enables Cursor on your laptop to connect to an MCP server on EC2 via SSE/HTTPS …
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| 41387 |
EduChain MCP Server
Claim
Enables AI-powered educational content generation, including multiple-choice qu…
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| 41388 |
Universal AI Hub
Claim
A secure multi-LLM gateway with dual REST and MCP interfaces, enabling tool-gat…
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| 41389 |
vynn-mcp
Claim
MCP server for Vynn — self-improving AI workflows & backtesting.
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| 41390 |
Fraud Detection MCP
Claim
AI-powered fraud detection and investigation platform that exposes tools for qu…
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| 41391 |
mcp-tldr
Claim
MCP server that exposes llm-tldr code analysis tools (tree, structure, context,…
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| 41392 |
Thunderbit MCP lets AI agents search, scrape, and extract structured data from …
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| 41393 |
GRID MCP Server
Claim
Enables Claude to query and manipulate GRID spreadsheets via the GRID API using…
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| 41394 |
gpt-image-2-mcp
Claim
Exposes OpenAI's gpt-image-2 (image generation and editing) as an MCP server fo…
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| 41395 |
MarkltDown MCP Server
Claim
Converts files (PDF, Word, images, etc.) to Markdown within Claude Desktop to r…
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| 41396 |
Proxmox MCP Server
Claim
Comprehensive MCP server for Proxmox VE with 68 tools and 4 resources covering …
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| 41397 |
Enables querying Turkish market prices, searching products, and comparing price…
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| 41398 |
Nexus Finance
Claim
AI workbench for financial contract analysis, risk analytics (VaR/CVaR, RWA Bas…
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| 41399 |
An MCP server for content creation that extracts video transcripts, scrapes web…
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| 41400 |
Provides 10 tools over the CKAN API to audit and analyze Peruvian public spendi…
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