MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 58 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35351 |
Gemini MCP Server
Claim
MCP server providing access to Google's Gemini 3.5 Flash API, enabling querying…
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| 35352 |
Domotz MCP Server
Claim
Enables Claude to query and manage Domotz network monitoring through 133 API ac…
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| 35353 |
Fovea Memory MCP
Claim
Local MCP server that enables AI clients to read and search memories from the F…
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| 35354 |
nodriver-proxy-mcp
Claim
Gives AI agents a browser that bypasses bot detection, a MITM proxy for traffic…
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| 35355 |
goldbean
Claim
x402 Micropaid API Marketplace — 10 AI tools for agents. Crypto prices, web sea…
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| 35356 |
GraphRagMCP V2
Claim
An advanced MCP server that provides deep code understanding and analysis using…
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| 35357 |
Engine-MCP
Claim
A code understanding and generation system designed for Galacean Engine that he…
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| 35358 |
MarkMesh
Claim
Trademark search, monitoring and conflict research across 30+ registers, with p…
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| 35359 |
Adobe Edge Delivery Services (AEM EDS) management with 20 tools for preview, pu…
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| 35360 |
neuromancer-mcp
Claim
Publish yourself as a remote MCP server, exposing your résumé via tools so comp…
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| 35361 |
onlyswaps
Claim
DEX meta-aggregator for AI agents. Best prices from 15+ aggregators across 13 c…
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| 35362 |
Structured habitat data and advisory tools for aquariums, marine tanks, terrari…
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| 35363 |
srv-d5200rd6ubrc7390v04g
Claim
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| 35364 |
docuprox-mcp
Claim
Enables AI clients like Claude to process documents (invoices, passports, etc.)…
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| 35365 |
Woow n8n MCP Server
Claim
A production-ready admin bundle for the n8n-mcp server, featuring a web GUI, to…
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| 35366 |
okx-mcp-playground
Claim
Provides Claude with access to blockchain data and market prices via the OKX AP…
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| 35367 |
TCM MCP Server
Claim
Enables AI assistants to access professional Traditional Chinese Medicine knowl…
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| 35368 |
Figma Comments MCP
Claim
A lightweight MCP server that adds Figma Comments support to AI assistants, ena…
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| 35369 |
EmbedForge
Claim
Enables AI-driven embedded development: generate, build, flash, and debug firmw…
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| 35370 |
FilePulse-CLI
Claim
Intelligent file search engine with Frecency ranking, fuzzy matching, and Git a…
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| 35371 |
PureData-MCP
Claim
Control and live-patch Pure Data from AI agents via the Model Context Protocol.
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| 35372 |
Cite Caddy
Claim
Remote MCP server for full read/write access to a Zotero library
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| 35373 |
BasinVault
Claim
BasinVault Sales MCP gives AI assistants accurate, up-to-date facts about Basin…
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| 35374 |
CERT-MCP-SERVER
Claim
A standalone MCP server for managing SSL/TLS certificates across FortiGate, Win…
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| 35375 |
mcp-sentry
Claim
A Model Context Protocol server that enables retrieving and analyzing Sentry is…
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| 35376 |
vdiff
Claim
Breaking-change diffs for npm packages, served over REST and MCP, so coding age…
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| 35377 |
Sling CLI MCP server for data pipeline and replication management
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| 35378 |
unboundai-gtm-mcp-server
Claim
MCP server for Google Tag Manager API, enabling users to manage containers, tag…
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| 35379 |
mcpscopeconsent-mcp
Claim
Remote MCP for MCP consent scope receipt, structured receipts, audit logs, and …
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| 35380 |
penr-oz MCP Server
Claim
A FastMCP-based server that provides secure sandboxed filesystem operations, AP…
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| 35381 |
toolhouse-mcp
Claim
Enables MCP clients to access Toolhouse's extensive library of tools, allowing …
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| 35382 |
mcp-toolbox
Claim
A comprehensive MCP server enabling LLMs to execute commands, manage files, int…
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| 35383 |
Airflow MCP Monitor
Claim
Provides read-only monitoring of Apache Airflow DAGs, including listing active …
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| 35384 |
notebooklm-mcp
Claim
Bridges Claude Code/Cowork with Google NotebookLM for AI-powered research, sour…
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| 35385 |
code-review-mcp
Claim
Enables AI assistants to review GitHub and GitLab pull requests and merge reque…
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| 35386 |
libralm_mcp_server
Claim
Browse available books and quickly access summaries, details, and tables of con…
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| 35387 |
PDF Memo MCP Server
Claim
Enables safe interaction with PDFs, including listing files, extracting highlig…
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| 35388 |
mcp_query_table
Claim
A MCP server that queries financial website tables using Playwright, enabling a…
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| 35389 |
open-meteo-mcp
Claim
Enables users to get weather forecasts, snow conditions, air quality, and locat…
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| 35390 |
VibeLawyer
Claim
Local MCP for Chinese criminal dossier review; Word notes + Excel catalogs stay…
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| 35391 |
design-clone-mcp
Claim
One-click website design cloning with Puppeteer. Captures HTML, CSS, colors, fo…
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| 35392 |
Amalgix
Claim
Cross-model evidence pipeline for financial filings & contracts. x402 pay-per-c…
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| 35393 |
MotionSpec
Claim
Hallucination-proof scroll motion: LLM writes validated specs, deterministic GS…
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| 35394 |
Provides access to microCMS documentation, enabling AI assistants to search and…
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| 35395 |
gradle-analyzer-mcp
Claim
Analyzes Gradle dependencies in Android projects, supporting Version Catalog, d…
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| 35396 |
ChimeraX MCP Server
Claim
Enables natural language control of UCSF ChimeraX for protein structure visuali…
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| 35397 |
discord-mcp
Claim
Enables LLMs to read and send Discord messages, list servers and channels, and …
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| 35398 |
datanorge
Claim
An MCP server to find and fetch Norwegian open government data from data.norge.…
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| 35399 |
Free AI visibility (GEO/AEO) audit: can ChatGPT, Claude and Perplexity find and…
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| 35400 |
Web Page Fetcher
Claim
Fetch web pages with SSRF protection. Returns clean, readable markdown from any…
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