MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 10 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48251 |
Threads MCP Server
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A stdio MCP server for the official Threads API, enabling publishing, reading, …
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| 48252 |
DevFlow MCP Server
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MCP server that integrates DevFlow with AI code assistants to enforce structure…
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| 48253 |
Secure Schema MCP
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Read-only MCP server for exposing database schema metadata without row data.
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| 48254 |
BumpGuard
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Reports which of your code's API usages break when you upgrade a dependency (Py…
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| 48255 |
LightRAG MCP Server
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MCP server for integrating LightRAG with AI tools. Provides a unified interface…
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| 48256 |
Wallbit MCP
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Enables AI assistants to interact with Wallbit's API for financial operations l…
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| 48257 |
spicedb-mcp-server
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An MCP server that enables LLMs to interact with SpiceDB for permission managem…
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| 48258 |
Fuul MCP Server
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Manages affiliate programs, analytics, incentives, and payouts through MCP-comp…
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| 48259 |
vikunja-mcp
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Enables to interact with Vikunja task management through its REST API, supporti…
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| 48260 |
Extracts transcripts, titles, descriptions, and comments from Loom videos via a…
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| 48261 |
claude-bridge-mcp
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Pipes Claude Code session output into Claude Chat — no more copy-paste between …
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| 48262 |
auvik-mcp
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An MCP server for Auvik network management, enabling monitoring, management, an…
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| 48263 |
1c-buddy-mcp
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Lightweight MCP server for 1C.ai integration, enabling queries, code analysis, …
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| 48264 |
siftingio-mcp
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Exposes the SiftingIO market-data SDK to AI assistants, enabling live prices, f…
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| 48265 |
Simple MCP Server
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A Python-based MCP server demonstrating tools for math calculations, time retri…
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| 48266 |
MCP Agents
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Enhances Claude Code's Task tool with session resumption and independent agent …
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| 48267 |
Context7 MCP Server
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An MCP server that bridges to the Context7 API, enabling querying documentation…
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| 48268 |
claude-init
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Generates AI context files (CLAUDE.md, AGENTS.md, Cursor/Windsurf/Cline/Continu…
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| 48269 |
looker-studio-mcp
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Automates Looker Studio dashboards using Playwright, enabling creation, modific…
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| 48270 |
Manages project standards, configurations, and API debugging for AI-assisted de…
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| 48271 |
Systems Manager
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Enables AI agents to manage system updates, application installations, and remo…
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| 48272 |
x-mcp-server
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Enables AI assistants to interact with X (Twitter) API v2 for posting tweets, s…
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| 48273 |
roshan-baaz-mcp
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Enables semantic search and retrieval for Persian content through Roshan AI's B…
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| 48274 |
read-image-mcp
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A stdio MCP server that enables agents without native vision to ask an OpenAI-c…
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| 48275 |
usgs-earthquakes
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Provides access to the USGS Earthquake Catalog for querying earthquake events v…
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| 48276 |
@tsdevstack/cli-mcp
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MCP server plugin for the tsdevstack CLI, enabling AI agents to manage infrastr…
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| 48277 |
multivon-mcp
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MCP server that gives AI coding agents direct access to evaluation tools.
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| 48278 |
Kite MCP Trading Server
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An MCP server for Zerodha Kite Connect that enables AI agents to execute trades…
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| 48279 |
React Context MCP
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Enables AI assistants to inspect React component trees, props, state, and sourc…
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| 48280 |
MCP server for PayTo agreements and payment initiation in Australia.
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| 48281 |
token-diet
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An MCP server that reduces token usage by injecting graph-ranked repo maps, dec…
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| 48282 |
DuckDuckGo MCP Server
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A basic MCP server template with example tools for echoing messages and retriev…
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| 48283 |
Qdrant Search MCP
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An MCP server for semantic code search using Qdrant vector database, enabling n…
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| 48284 |
dearhuman
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Send e-cards to your human. The first store built for AI agents; free, no API k…
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| 48285 |
imprint-mcp-server
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Enables querying local meeting notes, calendar events, email metadata, and dail…
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| 48286 |
fldigi-mcp
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Enables MCP clients like Claude Desktop to control the fldigi amateur radio dig…
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| 48287 |
sip
Claim
The sip MCP (Model Context Protocol) integration provides a powerful way to aut…
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| 48288 |
Hiito MCP Server
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Enables AI assistants to query nearby parties, retrieve party details, and gene…
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| 48289 |
Lune Research
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Search peer-reviewed papers and research methodology guidance from your AI agen…
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| 48290 |
govee-mcp
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Control a Govee BLE RGBIC LED strip from Claude (or any MCP client) over Blueto…
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| 48291 |
danish-cvr
Claim
Enables AI assistants to search and look up Danish and Norwegian company regist…
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| 48292 |
MCP DuckDuckGo
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Enables AI assistants to search the internet using DuckDuckGo and extract clean…
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| 48293 |
Bitrix24 MCP Server
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Provides a REST API and MCP server to interact with Bitrix24 CRM, enabling CRUD…
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| 48294 |
PeopleLikeUs MCP Server
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Enables AI assistants to browse properties, manage conversations, update availa…
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| 48295 |
DynamoDB MCP Server
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A Model Context Protocol server for managing Amazon DynamoDB resources, providi…
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| 48296 |
mcp-github-issues
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Enables LLMs to list, create, and comment on GitHub issues using your own GitHu…
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| 48297 |
A macOS Reminders tool service using AppleScript, exposing CRUD operations via …
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| 48298 |
Jira MCP Server
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Enables AI assistants to interact with Jira instances via the Model Context Pro…
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| 48299 |
turbovec-mcp
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Enables local semantic code search using compressed vectors from turbovec and a…
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| 48300 |
Model Ledger
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Model inventory and governance: trace deployed models and their dependencies as…
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