MCP Server Quality Scores
Independent quality analysis of 69070 public MCP servers
Last updated 52 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 61051 |
Google Tasks MCP Server
Claim
A Model Context Protocol (MCP) server that brings your Google Tasks into Claude…
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| 61052 |
Claude Persistent Memory
Claim
Gives Claude Code long-term memory that persists across sessions via hybrid BM2…
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| 61053 |
JP Business Calendar MCP
Claim
Enables Japanese business calendar operations such as holiday checking, busines…
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| 61054 |
zoho-recruit
Claim
Enables Claude to manage Zoho Recruit ATS operations including candidates, jobs…
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| 61055 |
vsphere-mcp-server
Claim
MCP server for VMware vSphere infrastructure management, enabling VM operations…
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| 61056 |
Tunova
Claim
Generate music with Suno (v5.5) from any MCP client — async, and billed only on…
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| 61057 |
BioTrax
Claim
Unified genomic track, peak, and sequence retrieval tool for ENCODE, ChIP-Atlas…
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| 61058 |
Blender MCP Link
Claim
Enables interactive control of Blender for 3D scene manipulation, geometry crea…
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| 61059 |
obsidian-tasks-mcp
Claim
Enables AI assistants to extract and query Obsidian Tasks from markdown files, …
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| 61060 |
iterm2-agent
Claim
MCP server for controlling iTerm2 terminal sessions, enabling screen reading, c…
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| 61061 |
Modular RAG MCP Server
Claim
Enables querying private knowledge bases through a modular RAG pipeline with fe…
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| 61062 |
openchargemap-mcp-server
Claim
Find EV charging stations, detail, and reliability check-ins via the global Ope…
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| 61063 |
EPC Tender Screening MCP
Claim
An MCP-only server for evidence-based EPC tender screening that enables AI agen…
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| 61064 |
ntfy-mcp
Claim
Enables AI agents to send push notifications to your phone through ntfy, with b…
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| 61065 |
Builder-Proj-MCP Server
Claim
A unified MCP server for scaffolding project structures across multiple framewo…
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| 61066 |
jc-mcp
Claim
Provides live Chinese sports lottery (竞彩) odds for World Cup 2026 matches, incl…
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| 61067 |
Finds and verifies work emails on your own provider keys, with real per-provide…
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| 61068 |
math-mcp
Claim
A secure MCP server for evaluating mathematical expressions with grammar valida…
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| 61069 |
divlens
Claim
Real-time system diagnostics for AI agents — CPU, RAM, disk, network, hardware …
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| 61070 |
Weather MCP Server
Claim
A demo MCP server that provides AI assistants access to live US weather data vi…
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| 61071 |
ugs-mcp
Claim
CNC machine control via Universal G-code Sender (GRBL). Jog axes, home, run G-c…
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| 61072 |
Exposes Aden Aggregates submittal data as tools callable by Claude, enabling re…
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| 61073 |
nasa-mcp-server
Claim
Provides access to NASA's open APIs including astronomy imagery, Mars rover pho…
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| 61074 |
CanLII MCP Server
Claim
Enables Claude Desktop to search the CanLII Canadian legal database and retriev…
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| 61075 |
tokenbel/financial-data
Claim
Read-only MCP server providing access to Belarusian securities data: tokens, sh…
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| 61076 |
Richgo Finance MCP
Claim
Enables searching and analyzing Korean stocks using Richgo Finance data, includ…
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| 61077 |
remember-mcp
Claim
Multi-tenant memory system MCP server with vector search, relationships, and tr…
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| 61078 |
val
Claim
QA agent for vibecoded apps. Real browser checks, your AI fixes them. Ship to g…
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| 61079 |
ableton-mcp
Claim
MCP server for controlling Ableton Live, enabling AI assistants to interact wit…
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| 61080 |
OScribe
Claim
Vision-based desktop automation MCP server that controls any application via sc…
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| 61081 |
Travel MCP Server
Claim
An MCP server for searching flights, hotels, weather, and tourist attractions.
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| 61082 |
zotero-mcp
Claim
Integrates with Zotero's local API to search, retrieve, read PDFs, and add item…
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| 61083 |
Shell MCP Server
Claim
Enables safe shell command execution with configurable directory and command re…
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| 61084 |
mcp-google-multi
Claim
Gives MCP clients access to Google Workspace (Gmail, Drive, Calendar, Sheets, D…
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| 61085 |
mcp-server-cocalc-exec
Claim
MCP server for executing Python code on CoCalc cloud projects. It enables any M…
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| 61086 |
Secret Vault MCP Server
Claim
AES-256-GCM encrypted local secret storage exposed as MCP tools, with secrets c…
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| 61087 |
Miracle Catalog
Claim
Retrieve product details by product number and list all items currently on sale…
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| 61088 |
SlideMaster
Claim
Create AI presentation videos with slides, narration, TTS audio, and MP4 export…
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| 61089 |
http-inspector
Claim
HTTP Inspector MCP Server enables sending arbitrary HTTP requests, viewing hist…
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| 61090 |
Basecamp MCP Server
Claim
Enables Claude to interact with Basecamp API for project and to-do management v…
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| 61091 |
presidio
Claim
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| 61092 |
TraderSpy
Claim
AI crypto signals, whale positions, 19 technical indicators, derivatives, scree…
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| 61093 |
kt-bizmeka-mcp
Claim
Automates multi-step login to KT bizmeka EZ portal with RSA encryption, SMS 2-f…
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| 61094 |
Enables querying the Verified Human Cert registry to verify human-made music ce…
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| 61095 |
pdf-chart-parser
Claim
An MCP server that extracts energy-usage charts from utility-bill PDFs, returni…
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| 61096 |
appmetrica-mcp
Claim
MCP server for Yandex AppMetrica analytics, enabling Claude to access reports, …
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| 61097 |
notification-mcp
Claim
Enables sending push notifications via Bark and PushDeer services, supporting m…
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| 61098 |
Enables AI assistants to coordinate with teammates and agents via Clink, suppor…
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| 61099 |
Query your local network in plain language: devices, open ports, security findi…
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| 61100 |
ThinkNEO MCP SMB
Claim
8 standalone MCP servers for SMBs — Guardrails (prompt injection, PII, secrets …
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