MCP Server Quality Scores
Independent quality analysis of 69224 public MCP servers
Last updated 44 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 49351 |
Anchor
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a self-hostable Java/Spring Boot service for source-grounded chunk validation a…
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| 49352 |
FAIM MCP Server
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A Model Context Protocol (MCP) server that integrates the FAIM time series fore…
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| 49353 |
@cubicecho/graphql-mcp
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Converts a GraphQL schema into MCP tools, allowing AI to discover and call Grap…
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| 49354 |
@bestimmaa/posprint-mcp
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MCP server for printing POS receipts via CUPS printers, supporting a two-step c…
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| 49355 |
mcp-vision
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Enables image recognition and description using Kimi K2.5 (Infini-AI) via the r…
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| 49356 |
telecom-ai
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MCP server for telecom AI with built-in EU AI Act compliance, part of the MEOK …
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| 49357 |
EmailMCP
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Enables unified email management across Gmail, Outlook, iCloud, and IMAP provid…
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| 49358 |
KernelMind
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Enables monitoring and optimization of Linux system kernel metrics via MCP, wit…
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| 49359 |
nodriver-proxy-mcp
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Gives AI agents a browser that bypasses bot detection, a MITM proxy for traffic…
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| 49360 |
An MCP server utilizing Supabase to provide memory and knowledge graph storage,…
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| 49361 |
smithery
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| 49362 |
Thailand NSO MCP Server
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Enables natural language discovery, querying, and analysis of Thailand's offici…
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| 49363 |
ZAP MCP Proxy
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A lightweight MCP server that wraps OWASP ZAP's REST API as Model Context Proto…
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| 49364 |
Codex Context Engine
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Indexes a workspace and exposes code-navigation tools to Codex, enabling symbol…
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| 49365 |
solagent-mcp
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Enables AI agents to interact with the Solana blockchain through MCP, supportin…
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| 49366 |
Jokes MCP Server
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Deploys a joke-telling MCP server on Azure and integrates it with Microsoft Cop…
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| 49367 |
Sync_MCP
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Enables retrieval and cleaning of official documentation for AI/Python librarie…
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| 49368 |
Konnect
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Bridges AI agents to a real browser using a persistent daemon and Chrome extens…
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| 49369 |
BOSH MCP Server
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Enables managing BOSH deployments via natural language by providing tools to lo…
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| 49370 |
freee会計 MCP Server
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Enables AI assistants to access and manage accounting data through the freee ac…
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| 49371 |
LANraragi MCP Server
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Wraps all LANraragi APIs into 51 MCP tools, enabling AI agents to browse, searc…
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| 49372 |
mcp-price-scout
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Enables scraping LLM inference pricing from websites like Cloudrift, DeepInfra,…
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| 49373 |
Colors MCP Server
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A simple color utility MCP server for frontend developers. Convert, mix, adjust…
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| 49374 |
Namecheap Domains MCP
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Integrates Namecheap's domain API with Cursor AI to check domain availability, …
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| 49375 |
ConvRadar
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GA4 conversion analyst inside Claude — funnel drops, traffic anomalies, device …
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| 49376 |
Wasapi MCP Server
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Enables managing WhatsApp Business accounts through natural language, including…
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| 49377 |
bumi-mcp
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MCP server for controlling the Noetix Bumi humanoid robot via ROS 2, with suppo…
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| 49378 |
Databricks MCP Server
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Enables AI assistants like Claude to interact with Databricks workspaces throug…
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| 49379 |
DeepDNA local
Claim
Reads a raw DNA file on your computer and reports the variants DeepDNA curates,…
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| 49380 |
drop
Claim
Publishes HTML pages straight from your AI assistant to a shareable URL, then l…
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| 49381 |
paraplex-mcp
Claim
Build and edit 3D motion design scenes in your open Paraplex tab, look at frame…
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| 49382 |
Serbia SEF eFaktura invoices for AI agents: build UBL 2.1 SRB-CIUS, upload to S…
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| 49383 |
Condux error monitoring
Claim
Read your Condux issues, events and stack traces (deminified with source maps).…
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| 49384 |
Geztio Platform
Claim
Construction cost & project management: APU analysis, budgets, price lists, sit…
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| 49385 |
sparkpost-mcp
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Enables sending transactional emails, managing templates, suppression lists, se…
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| 49386 |
Home Entity Assistant
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Manage and monitor smart home devices directly within your workspace. Retrieve …
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| 49387 |
Provides structured competitive intelligence profiles and listing capabilities …
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| 49388 |
mcp-garmin
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MCP server for Garmin Connect that provides read-only access to daily health me…
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| 49389 |
wd-mycloud-mcp
Claim
Enables AI assistants to browse, read, write, move, copy, and delete files on W…
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| 49390 |
Serena MCP Server
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Provides IDE-like semantic code retrieval and editing tools for LLMs, enabling …
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| 49391 |
wrg-sigma-rules
Claim
Sigma detection rule writing, validation, and conversion (Splunk/Elastic/Kibana…
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| 49392 |
thudong-mcp-claude
Claim
MCP server for querying survey feedback and statistics regarding the 'Thudong' …
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| 49393 |
Person enrichment API for AI agents. Enrich any email address into a full profe…
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| 49394 |
openair-3-mcp-oss
Claim
MCP server wrapping the openair R package for air quality data analysis, enabli…
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| 49395 |
MCP COO DeFi
Claim
Autonomous MCP server for DeFi yield optimization, enabling yield opportunity d…
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| 49396 |
Duckle MCP Server
Claim
Duckle ships its own Model Context Protocol server, so Claude can browse the fu…
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| 49397 |
fetch
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| 49398 |
Buzzr Sports Engine
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Local sports math, DFS settlement, bet analytics, and game-entertainment tools.
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| 49399 |
mcp-run-isolated-python
Claim
Enables LLMs to execute Python code securely in a sandboxed environment. Suppor…
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| 49400 |
GCP MCP Server
Claim
This server exposes over 250 tools across 23 GCP service domains, enabling AI m…
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