MCP Server Quality Scores
Independent quality analysis of 69224 public MCP servers
Last updated 8 hours, 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48201 |
time-tracker-ai-mcp
Claim
Time Tracker Ai tools for AI agents. Capabilities: start timer, stop timer, get…
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| 48202 |
Groundlight MCP Server
Claim
Enables natural language interaction with Groundlight to create and manage comp…
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| 48203 |
Motion MCP Server
Claim
Connects Claude.ai to your Motion workspace, enabling task and project manageme…
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| 48204 |
Autotask PSA
Claim
Access Kaseya Autotask PSA to search, create, and update companies, contacts, t…
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| 48205 |
Provides structured access to OCSF-normalized security data stored in Amazon Se…
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| 48206 |
japan-utils-mcp
Claim
Japan-specific utilities for AI agents: era ↔ Western year conversion (令和8年 ↔ 2…
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| 48207 |
mcp-server
Claim
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| 48208 |
nakama-mcp
Claim
An MCP server that allows Claude and other hosts to interact with a Heroic Labs…
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| 48209 |
ksp-mcp
Claim
Enables searching and browsing products on KSP.co.il, one of Israel's largest e…
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| 48210 |
selenium-recorder-mcp
Claim
Records browser interactions (clicks, DOM mutations, console logs, JS errors) v…
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| 48211 |
BizIntel
Claim
Analyze market trends and competitor landscapes to identify strategic growth op…
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| 48212 |
licensing
Claim
MCP-native software license keys for AI-built apps — EARLY ACCESS (waitlist, no…
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| 48213 |
Autotask MCP Server
Claim
Enables AI assistants to directly interact with Autotask PSA for ticket triage,…
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| 48214 |
Enables LLMs to accurately convert climbing grades across different rating syst…
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| 48215 |
addgene-mcp
Claim
MCP server for Addgene plasmid repository, enabling AI assistants to search, fi…
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| 48216 |
Omnichannel MCP
Claim
Transforms a single natural language prompt into a synchronized distribution of…
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| 48217 |
Enables comprehensive GitHub project management with 20 tools for issue trackin…
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| 48218 |
Queue AIops
Claim
Governed redis + rabbitmq ops: memory/latency/backlog/churn RCA, policies. 28 t…
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| 48219 |
mcp-sing
Claim
Enables reproduction of identical handwritten signatures on a NextDraw 8511 pen…
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| 48220 |
Tailscale MCP Server
Claim
Enables interaction with the Tailscale API to manage devices, ACLs, keys, and D…
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| 48221 |
uv-mcp
Claim
Enables LLMs to manage Python environments and dependencies via uv, supporting …
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| 48222 |
Read PostgreSQL EXPLAIN plans for AI agents: bottlenecks, estimation errors, fi…
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| 48223 |
rms-mcp
Claim
Enables retrieval of Rakuten RMS sales data, including daily summaries, product…
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| 48224 |
fred-mcp
Claim
Enables AI agents to search and retrieve FRED economic time series, including v…
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| 48225 |
omarchy-mcp
Claim
Enables semantic search over Omarchy, Arch Linux, and Hyprland documentation, a…
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| 48226 |
Phone numbers, SMS, 2FA capture, voice calls, and email for AI agents.
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| 48227 |
This MCP server provides LLMs with programmatic access to Google Search Console…
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| 48228 |
AI Security Crew
Claim
A lightweight MCP server for security reviews that injects security requirement…
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| 48229 |
Identity, memory, trust, and swarm primitives for AI agents. MIRC base always f…
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| 48230 |
mcp-geracompliance
Claim
EU AI Act and GDPR compliance: checks, audits, generate policies.
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| 48231 |
bridge-mcp-server
Claim
Connects Ignition SCADA and Studio 5000 PLC to correlate tags end-to-end, trace…
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| 48232 |
image-mcp
Claim
Provides 80+ image processing tools including AI generation, background removal…
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| 48233 |
bahmni-mcp
Claim
MCP server that exposes the OpenMRS/Bahmni REST API as tools for Claude to inte…
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| 48234 |
Personal MCP Server
Claim
Private MCP server for managing Gmail, custom IMAP/SMTP email, Slack notificati…
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| 48235 |
YouTube MCP Server
Claim
Enables AI models to interact with YouTube content through 18 MCP tools for vid…
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| 48236 |
Enables natural language-powered ETL workflows using Airflow, AWS Glue, Athena,…
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| 48237 |
mcp-hibp
Claim
Enables users to query Have I Been Pwned data classes and check breaches via Pi…
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| 48238 |
MCP Notes Server
Claim
A beginner-friendly MCP server for managing personal notes. Enables Claude to c…
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| 48239 |
WordPress MCP Server
Claim
Enables AI agents to manage WordPress sites through the WordPress REST API, sup…
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| 48240 |
MCP Docs Server
Claim
A centralized MCP server for internal technical documentation that integrates w…
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| 48241 |
heropen
Claim
A local memory server for AI agents that stores and retrieves information via M…
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| 48242 |
opensprinkler-mcp
Claim
Enables managing OpenSprinkler irrigation controllers via Claude Desktop, inclu…
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| 48243 |
veritasacta-verify
Claim
Offline receipt verifier. Ed25519 signature verification without contacting any…
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| 48244 |
walletconnect-mcp
Claim
Non-custodial EVM wallet bridge over WalletConnect: balances, signing, transact…
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| 48245 |
z-image-mcp
Claim
Enables text-to-image generation using Z Image models via RunAPI, with task man…
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| 48246 |
feedbagel-mcp
Claim
Search the Feedbagel RSS catalog, follow feeds, and route new entries to webhoo…
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| 48247 |
clearlist
Claim
AI resale manager. Photograph an item, AI writes the listing, publish a sale pa…
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| 48248 |
Furgonetka MCP
Claim
Furgonetka MCP Server to narzędzie, które łączy Twojego asystenta AI (np. Claud…
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| 48249 |
Renderer MCP Server
Claim
AI-powered assistant for the Renderer portfolio framework. Enables users to exp…
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| 48250 |
libofcongress-mcp-server
Claim
Search LOC digital collections, Chronicling America newspapers (full OCR), and …
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