MCP Server Quality Scores
Independent quality analysis of 61551 public MCP servers
Last updated 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 61451 |
angr-mcp
Claim
Exposes angr binary-analysis capabilities (symbolic execution, taint analysis, …
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| 61452 |
maus-mcp
Claim
MCP server that gives AI agents access to your Maus clipboard on macOS, enablin…
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| 61453 |
SkillSearch
Claim
Indexes every skill across all installed plugins and enables the agent to find …
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| 61454 |
Atlassian MCP Server
Claim
Provides integration with Jira and Confluence, enabling issue and page manageme…
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| 61455 |
Provides a pre-flight/post-flight firewall for LLM calls with comprehensive det…
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| 61456 |
gitlab-mcp-server
Claim
A Model Context Protocol server for GitLab that provides AI agents structured a…
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| 61457 |
tdx-mcp
Claim
基于通达信行情服务器的 MCP Server,为 AI 助手提供实时 A 股、期货、港股等行情数据及技术指标。
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| 61458 |
ProductLane MCP Server
Claim
Provides AI assistants with access to ProductLane support threads, contacts, ch…
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| 61459 |
Integrates healthcare data from multiple sources (HL7 v2, FHIR, DICOM, device t…
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| 61460 |
echo
Claim
A simple MCP server that echoes back any input message. Useful for testing MCP …
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| 61461 |
MetaTrader 5 MCP Server
Claim
Enables ChatGPT Desktop to interact with MetaTrader 5 for trading, market data …
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| 61462 |
Enables academic research via Claude Code, allowing search of Google Scholar an…
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| 61463 |
foggy-odoo-bridge
Claim
Governed MCP access to Odoo business data, preserving Odoo permissions via a se…
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| 61464 |
ohos-playwright-mcp
Claim
MCP server for HarmonyOS/OpenHarmony ArkWeb that enables browser automation usi…
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| 61465 |
Mother MCP
Claim
A unified remote MCP server that integrates multiple advertising, analytics, an…
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| 61466 |
A Model Context Protocol (MCP) server that provides a RAG (Retrieval Augmented …
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| 61467 |
Spec Guard
Claim
A methodology and MCP server for agent-driven software development where humans…
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| 61468 |
Turns your Readwise library into a blazing-fast semantic search engine with a s…
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| 61469 |
OpenAlex MCP Server
Claim
Enables searching and retrieving scholarly works, authors, institutions, and ci…
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| 61470 |
mcp-ukrainian-calendar
Claim
Provides access to Ukrainian pagan calendar with holidays, deities, folk wisdom…
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| 61471 |
Sketchfab MCP
Claim
Search and download 3D models from Sketchfab using the Sketchfab API.
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| 61472 |
mysql-mcp-server
Claim
Provides read-only MySQL query execution, database/table browsing, and table st…
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| 61473 |
webpage-mcp
Claim
A zero-config MCP server that lets AI agents fetch, read, and search live web p…
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| 61474 |
MCP WhatsApp
Claim
Enables sending messages, images, documents and more on WhatsApp directly from …
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| 61475 |
qbo-mcp
Claim
An MCP server for QuickBooks Online that enables managing customers, vendors, i…
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| 61476 |
Ceveto MCP Server
Claim
Enables AI agents to interact with the Ceveto business management API through M…
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| 61477 |
SpecForge
Claim
SpecForge is a Model Context Protocol (MCP) server that connects an LLM client …
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| 61478 |
MCP Gemini CLI
Claim
Wraps Google's Gemini CLI to expose search, chat, and file analysis tools via t…
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| 61479 |
@raygister/mcp
Claim
Read-only MCP server for Raygister, enabling AI assistants to browse constructi…
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| 61480 |
Yandex Weather MCP
Claim
Local MCP server that provides current weather, forecast, summary, and weather …
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| 61481 |
afpnews-mcp-server
Claim
MCP server exposing AFP news content as tools for AI assistants, enabling artic…
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| 61482 |
Enables AI assistants to manage project analysis, code metrics, documentation, …
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| 61483 |
Redash MCP Server
Claim
Enables AI assistants to manage Redash queries, dashboards, visualizations, and…
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| 61484 |
MCP Task
Claim
Enables LLMs to interact with any ERPNext instance through comprehensive CRUD o…
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| 61485 |
my-remote-mcp-py
Claim
A remote MCP Server demo using FastMCP and Streamable HTTP, offering tools (add…
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| 61486 |
deepfake-detector-mcp
Claim
AI-powered deepfake detector MCP server for agents. Supports detect deepfake, a…
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| 61487 |
recruiting-jobs-mcp
Claim
Enables AI agents to pull live job listings from major ATS platforms (Greenhous…
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| 61488 |
Enables semantic search over VTT transcript files using AI-powered structured s…
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| 61489 |
MCP-Claude-FileMaker
Claim
Enables Claude to interact with FileMaker databases through the FileMaker Data …
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| 61490 |
File Tools MCP Server
Claim
An MCP server that provides file and directory tools for LLMs, including projec…
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| 61491 |
Chef-Agent
Claim
A streaming AI cooking assistant that uses MCP tools and Neo4j knowledge graph …
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| 61492 |
Bitbucket MCP Server
Claim
An MCP server that provides tools for interacting with the Bitbucket API, suppo…
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| 61493 |
Provides educational tools for developers to learn programming concepts, review…
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| 61494 |
generate-echarts
Claim
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| 61495 |
Roundtable
Claim
Fans out a question to multiple frontier models in parallel, optionally deliber…
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| 61496 |
Lineage MCP Server
Claim
Provides tools to interact with the Lineage blockchain API, including wallet se…
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| 61497 |
claude-sessions-mcp
Claim
Browse, search, rename, split, and clean up Claude Code sessions via MCP, Web U…
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| 61498 |
@altronis/sgdata-mcp
Claim
Comprehensive Singapore government data MCP server - typed tools for SG dataset…
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| 61499 |
@phasefolio/mcp
Claim
Provides AI agents with access to PhaseFolio's biotech rNPV and probability-of-…
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| 61500 |
aluris-caselibrary-mcp
Claim
Enables semantic search and retrieval of Chinese judicial cases from the Suprem…
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