MCP Server Quality Scores
Independent quality analysis of 69224 public MCP servers
Last updated 2 hours ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
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| ○ Unscored | ||||||||||
| 49151 |
scopus
Claim
Search Scopus abstracts, authors, and export citations via Elsevier API
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| 49152 |
gr-splitwise-mcp
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MCP server for Splitwise. Enables creating and managing expenses, splits, and g…
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| 49153 |
SSMCP
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A stateless HTTP-based protocol for building MCP-compatible servers. Enables ea…
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| 49154 |
Supabase MCP
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MCP server for Supabase, enabling database CRUD, storage management, auth admin…
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| 49155 |
mcp-nanobanana-pro
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| 49156 |
Nova3D
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Structured, part-aware 3D generation for AI agents. Named-part GLB, preview URL…
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| 49157 |
Enables Claude Code CLI to interact with Obsidian by reading selections, openin…
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| 49158 |
Connhex MCP Server
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Enables natural language interaction with Connhex IoT platform APIs for managin…
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| 49159 |
platform-eng-copilot
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Enables platform engineering workflows via GitHub Copilot, including creating r…
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| 49160 |
Vision Bridge MCP
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A universal vision MCP server that enables Claude Code and Claude Desktop to de…
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| 49161 |
Adversa
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LLM red-team harness that scans for OWASP LLM Top 10 and MITRE ATLAS vulnerabil…
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| 49162 |
AIOps MCP
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A multi-agent MCP server that turns LLMs into an autonomous incident-response c…
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| 49163 |
OmniHub
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A local-first MCP server for personal memory management, enabling AI agents to …
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| 49164 |
logic-mcp
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Executes advanced logic primitives and cognitive operations via MCP tools, with…
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| 49165 |
Enables AI assistants to analyze, rename, categorize, and organize local docume…
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| 49166 |
blender-chatgpt-mcp
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An MCP server that enables AI assistants like Codex or ChatGPT to inspect and c…
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| 49167 |
tmux-bridge-mcp
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Enables AI agents to communicate and coordinate across tmux panes, allowing the…
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| 49168 |
cocoindex MCP
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An MCP server that incrementally indexes repositories and documents into a Post…
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| 49169 |
Enables interaction with ElevenLabs AI models (audio isolation, speech-to-text,…
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| 49170 |
NoteBridge MCP
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A unified MCP server integrating Feishu, Notion, and Yuque platforms with 73 to…
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| 49171 |
arcgis-washingtoncomn
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Enables searching and querying Washington County, Minnesota open geospatial dat…
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| 49172 |
Enables AI assistants to trade on MetaTrader 5 on Linux by bridging the Windows…
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| 49173 |
MCP Novel Game Server
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A novel game server supporting multi-branch visual novel scenarios in English a…
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| 49174 |
IBKR MCP
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MCP server for Interactive Brokers via IB Gateway, enabling read access to acco…
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| 49175 |
voog-mcp
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MCP server for Voog CMS enabling management of Liquid templates, pages, product…
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| 49176 |
mcp-manimgl
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Exposes manimgl mathematical animation functionality as MCP tools, enabling LLM…
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| 49177 |
autopilot-mcp
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A browser-automation MCP server providing persistent browser profiles per domai…
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| 49178 |
nyc-property-intel
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MCP server giving Claude AI access to 22+ NYC public-record databases for real …
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| 49179 |
AI Bridge MCP
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Enables multi-agent coordination for Claude Code and Claude.ai through file-bas…
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| 49180 |
Enables semantic and keyword search over legal documents, conflict detection, a…
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| 49181 |
struct-mcp
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Transform data structure definitions into queryable MCP servers, enabling natur…
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| 49182 |
Ruishu MCP
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An MCP server that bridges LLMs with dynamic real-world data by leveraging Chro…
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| 49183 |
test
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| 49184 |
rbxsync-mcp
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Enables AI agents to extract, sync, test, and debug Roblox games bidirectionall…
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| 49185 |
mcp-nettools
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A Model Context Protocol server that provides network diagnostics and scanning …
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| 49186 |
filed-mcp-server
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An MCP server that gives AI agents access to US business entity data, enabling …
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| 49187 |
mcp-vault-reader
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Enables AI assistants to search, read, and traverse Markdown note vaults (Obsid…
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| 49188 |
1AIVault
Claim
Portable AI memory vault — save memories, skills, and configs to a local databa…
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| 49189 |
Enables multi-agent research with web search and analysis, accessible via VS Co…
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| 49190 |
vector-mcp
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Enables integrating RAG into AI agents via MCP server, supporting multiple vect…
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| 49191 |
claude-code-mcp
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Wraps Claude Code as tools for MCP clients, enabling autonomous coding tasks vi…
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| 49192 |
Dovetail MCP Server
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Connects AI tools to the Dovetail API, enabling them to interact with Dovetail …
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| 49193 |
opennews-mcp
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Crypto news aggregation MCP server with AI ratings, trading signals, and real-t…
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| 49194 |
mcp-nager-holidays
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MCP server for accessing Nager.Date public holidays data. It provides tools to …
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| 49195 |
hedera-mcp-platform
Claim
Hedera ecosystem intelligence for AI agents. 16 tools, pay per call in HBAR.
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| 49196 |
meditation-guide-ai-mcp
Claim
meditation-guide-ai-mcp MCP server by MEOK AI Labs
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| 49197 |
AI Success Story
Claim
First-person AI war-stories from coding sessions, searchable via MCP for prior-…
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| 49198 |
Outlook MCP Server
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Provides programmatic access to Microsoft Outlook mailboxes, enabling AI assist…
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| 49199 |
civ6mcp
Claim
Enables Claude to access real-time Civilization VI game data for strategic anal…
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| 49200 |
Atomic Mail
Claim
Programmable email inbox for AI agents — JMAP, PoW auth, stdio MCP server.
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