MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 3 hours, 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
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| ○ Unscored | ||||||||||
| 36501 |
Google Ads MCP Server
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Enables LLMs to interact with the Google Ads API through the Model Context Prot…
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| 36502 |
MCP GetBlock Server
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Enables querying blockchain data from Ethereum and Solana via GetBlock.io API, …
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| 36503 |
zt
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| 36504 |
Professional-grade stock market analysis and predictions powered by AI, accessi…
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| 36505 |
constraint-mcp-server
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Enables AI tools to interact with constraint theory tools for pitch snapping, m…
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| 36506 |
mame-mcp
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Enables MAME reverse engineering tasks including memory access tracing, input i…
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| 36507 |
tplink-omada-mcp
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Exposes TP-Link Omada controller APIs to AI copilots, enabling listing of sites…
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| 36508 |
fluentui-mcp-server
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Comprehensive MCP server for Fluent UI React v9 development, providing componen…
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| 36509 |
line-desktop-mcp
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Enables AI tools to read and send messages through LINE Desktop via MCP, suppor…
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| 36510 |
SpinQit MCP Tools
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SpinQit MCP Tools is a Python MCP server that connects AI assistants to SpinQ C…
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| 36511 |
opendata-campus-mcp
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教育資源導航 MCP,可透過 TWCampus 目錄路由至台灣官方教育平台,即時搜尋與讀取公開學習資源。
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| 36512 |
Enables LLMs to query ODBC-accessible databases via DSN, supporting SQL, SPARQL…
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| 36513 |
web-stylebook-mcp
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Provides deterministic, read-only design knowledge for AI coding agents to help…
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| 36514 |
OpenReview MCP server
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Enables searching for users, fetching papers, and exporting research data from …
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| 36515 |
mcp-imap-server
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Enables LLMs to read, search, and manage emails via IMAP with secure, read-only…
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| 36516 |
rootcause-mcp
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Enables AI agents to perform structured root cause analysis from clinical incid…
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| 36517 |
allplan-mcp-bridge
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Enables Claude to create, query, and modify BIM elements in Allplan via natural…
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| 36518 |
gfhf
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| 36519 |
chem-inventory-mcp
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MCP server for managing chemical inventory with SQLite. Enables search, detail …
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| 36520 |
Actvt
Claim
Query live Mac system metrics, listening ports, and Claude Code and Codex sessi…
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| 36521 |
proof-layer
Claim
Signed, hash-chained provenance receipts for AI agent actions.
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| 36522 |
Drive your real WhatsApp inbox from Claude — send, reply, label, assign, and tr…
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| 36523 |
trdizin-mcp
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MCP server for querying TÜBİTAK TR Dizin academic database, enabling search of …
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| 36524 |
Garmin Sailing MCP
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Turns your Garmin watch into a sailing analytics tool by combining GPS data fro…
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| 36525 |
guru-pk-mcp
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An MCP server that enables multi-round AI expert debates with dynamic expert ge…
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| 36526 |
@yawlabs/npmjs-mcp
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Enables npm registry operations from MCP clients like Claude Code and Cursor, w…
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| 36527 |
Capsule CRM MCP Server
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Enables AI assistants to access and query Capsule CRM data (contacts, opportuni…
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| 36528 |
MCHS NWAU Calculator
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Stdio MCP server for MCHS schemas, validation, support status, and evidence.
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| 36529 |
Pixel Art MCP
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An MCP server that generates pixel-art PNGs from text prompts, using a free ima…
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| 36530 |
logmcp
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Read-only log access for AI assistants over HTTPS. Whitelist log files on your …
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| 36531 |
cost-seg-smart
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Cost segregation study pricing and Year-1 depreciation/tax-savings estimates fo…
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| 36532 |
heu-mcp
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HEU Legal e-signature MCP: manage HEU documents and PDFs, prompt signers, downl…
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| 36533 |
Synapse RMCP
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Rust MCP and CLI server for Docker, host inspection, SSH, logs, ZFS, and safe f…
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| 36534 |
Bitrefill MCP Server
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Enables AI assistants to search for and purchase gift cards, mobile topups, and…
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| 36535 |
A standalone MCP server for Beeswax Shares, an SMSF portfolio app. It enables C…
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| 36536 |
mcp
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Email for AI agents: inboxes, send/reply/forward, search, threads, webhooks — 2…
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| 36537 |
polyrouter-mcp
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MCP server for querying and optionally trading across prediction markets (Polym…
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| 36538 |
prospector-mcp
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Enables running Prospector static analysis on Python files or directories via M…
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| 36539 |
GeoScholar
Claim
A multi-source MCP literature search server for geoscience and well-logging wor…
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| 36540 |
roshan-baaz-mcp
Claim
Enables semantic search and retrieval for Persian content through Roshan AI's B…
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| 36541 |
Google Ads MCP Server
Claim
Enables natural language access to Google Ads campaigns, accounts, and performa…
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| 36542 |
PostgreSQL MCP Server
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A comprehensive MCP server that enables database operations, schema management,…
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| 36543 |
figma-proxy-mcp
Claim
A local MCP server that gives AI agents live access to open Figma files for des…
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| 36544 |
Figma CDN MCP Server
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Uploads temporary Figma MCP asset URLs to the CDN after Tinify optimization.
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| 36545 |
tydro-mcp
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MCP server for the Tydro lending protocol on Ink blockchain, enabling AI agents…
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| 36546 |
Modular RAG MCP Server
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Enables querying private knowledge bases through a modular RAG pipeline with fe…
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| 36547 |
Pixal3D-MCP
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Standalone MCP server for generating high-fidelity 3D assets from a single imag…
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| 36548 |
Nutrition data for AI agents: search foods, look up nutrients, parse meals, ana…
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| 36549 |
lcf-strain-life-mcp
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Enables conversational low cycle fatigue analysis with standardized reduction, …
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| 36550 |
Check a counterparty's verifiable Credda trust record; verify or present signed…
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