MCP Server Quality Scores
Independent quality analysis of 62421 public MCP servers
Last updated 51 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33351 |
GoCertius MCP — certified evidence, dossiers, notifications and chats from EAD …
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| 33352 |
engram
Claim
Local, private memory layer for notes and files with temporal reasoning and cit…
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| 33353 |
A persistent, cross-session knowledge base for AI agents that indexes session h…
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| 33354 |
notion-local-mcp
Claim
Reads the local SQLite cache of the Notion desktop app to enable fast, offline …
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| 33355 |
mcp-comms
Claim
Enables multiple AI agents to communicate and coordinate via a shared SQLite-ba…
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| 33356 |
DeepSIFT
Claim
DeepSIFT is an MCP server that wraps SANS SIFT Workstation forensic tools with …
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| 33357 |
Birding Planner
Claim
MCP server for birding trip planning with migration forecasts, hotspot analysis…
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| 33358 |
Demonstrates elicitations for collecting structured user input interactively ac…
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| 33359 |
arrstack-mcp
Claim
An MCP server that gives AI assistants control over your Sonarr, Radarr, Prowla…
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| 33360 |
Mind Cloud Lite
Claim
Token-optimized persistent memory MCP server for Claude Pro users, providing 9 …
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| 33361 |
utilsforagents-mcp
Claim
A suite of essential utility tools for AI agents, featuring clean HTML-to-Markd…
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| 33362 |
An MCP server that automatically generates static websites from natural languag…
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| 33363 |
my-voice-mcp
Claim
A local-first MCP server that builds compact voice profiles from writing sample…
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| 33364 |
OmniMCP-Container
Claim
A containerized MCP bridge that lets local or cloud LLMs access your filesystem…
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| 33365 |
GTM MCP Server
Claim
A unified MCP server that connects HubSpot, Clay, Apollo, Slack, and email to e…
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| 33366 |
time-mcp
Claim
Lightweight MCP server providing system time tools (current time, date, datetim…
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| 33367 |
signallord-mcp-server
Claim
Bitcoin regime detection intelligence — know which market regime you are in and…
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| 33368 |
mcp-wikijs-mv
Claim
MCP server for Wiki.js with full GraphQL API coverage, fine-grained permissions…
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| 33369 |
A Model Context Protocol server providing file search and question tools for AI…
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| 33370 |
MCP Omni-Tool
Claim
A single MCP server that provides dynamic access to thousands of APIs through d…
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| 33371 |
Enables LLM clients to run Akamai edge diagnostics (DNS, MTR, curl, error analy…
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| 33372 |
wrapper-mcp
Claim
Czech NLP tools: NER (35 langs), anonymization (80+ PII), morphology, translati…
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| 33373 |
dependency-fitness-mcp
Claim
npm dependency fitness: deprecated/yanked/superseded + verified safe migration …
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| 33374 |
cardossier-market-api
Claim
Polish used car market API: valuations, price history, liquidity & regional dat…
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| 33375 |
SkyFi MCP Server
Claim
Enables AI agents to search, price, order, and monitor satellite imagery from t…
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| 33376 |
Espresso MCP
Claim
Find great espresso cafes worldwide with curated data and transparent quality s…
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| 33377 |
Enables building MCP servers using TypeSpec, with tools to scaffold, compile, a…
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| 33378 |
FastAPI MCP Server
Claim
A comprehensive MCP server providing 21+ tools for mathematical operations, str…
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| 33379 |
Volta Notes
Claim
Burn-after-read encrypted notes on the Internet Computer. Share passwords, keys…
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| 33380 |
brave-devtools
Claim
MCP server that lets AI coding assistants control and inspect a live Brave brow…
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| 33381 |
Bawbel Scanner
Claim
Security scanner for MCP servers and skill files. Detects AVE vulnerabilities b…
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| 33382 |
workflows-mcp-server
Claim
Store, query, and create YAML workflow playbooks for LLM agents.
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| 33383 |
mcp-opencode-blender
Claim
Enables programmatic control of Blender via OpenCode, supporting 3D model creat…
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| 33384 |
rustfs-mcp
Claim
A per-add-on RustFS (S3) object-storage admin MCP for the kubero chat, enabling…
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| 33385 |
SEO MCP
Claim
A MCP SEO tool service based on Ahrefs data, offering backlink analysis, keywor…
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| 33386 |
shelly-api-mcp
Claim
Provides read-only access to Shelly Cloud energy data, including live power, li…
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| 33387 |
jira-mcp
Claim
MCP server for Jira Cloud enabling issue tracking, comments, transitions, and a…
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| 33388 |
Apple Contacts MCP
Claim
Local-first MCP server for safely searching and editing Apple Contacts on macOS…
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| 33389 |
diff-patch-tools
Claim
Cloudflare Workers MCP server: diff-patch-tools
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| 33390 |
tdprepview-mcp
Claim
Enables machine learning data preprocessing pipeline creation and model trainin…
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| 33391 |
grain-seo-mcp
Claim
An SEO analysis MCP server integrating Google Search Console, Bing Webmaster To…
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| 33392 |
mcp-server-indexforge
Claim
Submit URLs to Google and Bing for indexing, scan sitemaps, check index status.
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| 33393 |
aifais-mcp-server
Claim
Headless document processing for AI agents. Invoice extraction, contract analys…
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| 33394 |
holoviz-viz-mcp
Claim
An MCP server that enables AI assistants to create interactive visualizations, …
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| 33395 |
calendar-mcp
Claim
MCP server that lets AI agents manage Google Calendar -- create events, check a…
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| 33396 |
Douyin MCP
Claim
Enables AI assistants to access Douyin (TikTok China) data including video sear…
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| 33397 |
Consciousness MCP Server
Claim
MCP server providing persistent brain storage for LLM agents, including memory,…
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| 33398 |
claude-connect-nats-mcp
Claim
An MCP server for inter-session communication between Claude Code instances. Bu…
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| 33399 |
ha-mcp
Claim
An MCP server that enables AI assistants to control Home Assistant via natural …
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| 33400 |
puffer-feed
Claim
Enables logging progress updates to ThePuffer build tracker via a single tool, …
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