MCP Server Quality Scores
Independent quality analysis of 66475 public MCP servers
Last updated 6 hours, 28 minutes ago
Grade Distribution
Score Distribution
Newly Added
Free Official Data Samples, Provenance, Aggregations & Insights Atlas Red mind maps Untangle AgentNative: Public Data, Government Datasets, Federal Statistics & Official Records PumpX| # | Server | Score ↓ | ||||||||
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| 61201 |
A one-way MCP channel that forwards Slack events (messages and reactions) into …
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| 61202 |
mcp-server-weread
Claim
An MCP server enabling LLMs to access WeChat Reading bookshelf, notes, highligh…
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| 61203 |
covidence-mcp
Claim
Enables Claude to screen studies in Covidence by reading the live page and cast…
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| 61204 |
ProjectContext
Claim
A high-performance MCP server providing long-term memory storage with semantic …
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| 61205 |
MCP Harmony Context
Claim
Provides context about Toon Boom Harmony and its scripting API, enabling AI ass…
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| 61206 |
Freelo MCP Server
Claim
An unofficial MCP server that integrates Freelo project management with AI assi…
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| 61207 |
MCP File Upload Sample
Claim
Enables uploading files to MinIO (S3 compatible) via MCP tools. Supports Base64…
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| 61208 |
satellite-mcp
Claim
Full-spectrum GEOINT server with 171 tools covering satellite imagery, aircraft…
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| 61209 |
xianyu-buyer-mcp
Claim
Enables AI agents to interact with Goofish (闲鱼) marketplace, supporting product…
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| 61210 |
CardioTriage MCP Server
Claim
Provides phenotype-aware cardiovascular triage tools including FHIR R5 case ret…
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| 61211 |
shelby-mcp
Claim
MCP server for Shelby Protocol that enables AI agents to read, write, and manag…
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| 61212 |
mastyf-ai
Claim
Perimeter security for your AI Infrastructure.
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| 61213 |
subway-mcp
Claim
실시간 수원역 지하철 도착정보를 조회하는 MCP 서버로, 1호선과 수인분당선의 도착정보를 제공합니다.
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| 61214 |
mempalace
Claim
Enables persistent local memory in VS Code Copilot Chat via MemPalace, using a …
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| 61215 |
bazel-mcp
Claim
Integrates Bazel build system with AI assistants via the Model Context Protocol…
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| 61216 |
portfolio-mcp
Claim
A Model Context Protocol server that enables AI agents to query Saagar Patel's …
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| 61217 |
booklore-MCP
Claim
An MCP server for BookLore that lets any MCP-compatible assistant talk to your …
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| 61218 |
canyougrab-api
Claim
Confidence-scored domain availability checking with real-time DNS + WHOIS looku…
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| 61219 |
docnova-mcp
Claim
MCP server for e-invoice platforms. Enables natural language querying of invoic…
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| 61220 |
QA Browser MCP Agent
Claim
An MCP server that enables browser-based QA testing of web applications using P…
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| 61221 |
phpustik MCP Server
Claim
Enables AI assistants to deeply interact with the PHP ecosystem, including runt…
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| 61222 |
mem-forensics-mcp
Claim
Multi-tier memory forensics MCP server combining a fast Rust engine with Volati…
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| 61223 |
Locus
Claim
Local persistent memory for AI coding tools. Stores project context and convers…
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| 61224 |
ta-lib-mcp
Claim
Read-only Python MCP server for TA-Lib indicator discovery and computation.
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| 61225 |
PNDA-MCP
Claim
Enables AI agents to search and retrieve metadata and data files from Peru's Na…
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| 61226 |
gsc-mcp
Claim
Turns Google Search Console into an SEO copilot by enabling natural language qu…
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| 61227 |
Maestro MCP
Claim
Enables AI agents to orchestrate a heterogeneous machine fleet via SSH, with un…
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| 61228 |
MCPymol
Claim
A Model Context Protocol server that lets you drive PyMOL with natural language…
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| 61229 |
Kasm MCP Server v2
Claim
Enables AI agents to manage and interact with Kasm Workspaces containerized des…
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| 61230 |
symbols-mcp-server
Claim
An MCP server that exposes the Symbols/DOMQL v3 AI assistant capabilities to an…
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| 61231 |
Campspot MCP
Claim
Enables AI agents to query and manage campground reservations, sites, and rate …
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| 61232 |
qwen
Claim
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| 61233 |
Cortex
Claim
Persistent memory MCP server for Claude Code that captures and recalls project …
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| 61234 |
dynamic-mysql-mcp
Claim
Enables secure, runtime-authenticated MySQL database querying and mutation thro…
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| 61235 |
Browserbase MCP Server
Claim
Provides cloud browser automation capabilities for AI agents, including creatin…
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| 61236 |
notebooklm-mcp
Claim
Enables AI assistants to programmatically interact with Google NotebookLM, allo…
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| 61237 |
pje-mcp-server
Claim
MCP server for integrating with the Brazilian PJE judicial system via MNI and B…
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| 61238 |
lanhu-mcp-codex
Claim
Read-only MCP server that converts Lanhu project/design links into design conte…
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| 61239 |
MCP Memory Server
Claim
An MCP server that gives Claude persistent memory by storing conversation conte…
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| 61240 |
ltspice-mcp
Claim
MCP server for automating LTspice on macOS, enabling simulation, schematic gene…
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| 61241 |
Blood Pressure Tool
Claim
Manages blood pressure readings (create, read, update, delete) via an MCP serve…
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| 61242 |
ObsidianReaderMCP
Claim
Enables AI assistants to manage Obsidian vaults via the local REST API, support…
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| 61243 |
Enables MCP-compatible AI clients to access live crypto market data and AI-driv…
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| 61244 |
Redmine MCP Server
Claim
Enables AI clients (Cursor, Claude Desktop) to manage Redmine issues, projects,…
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| 61245 |
se-eli-mcp
Claim
Enables AI agents to search and retrieve consolidated Swedish statutes (SFS) fr…
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| 61246 |
Enables web scraping with JavaScript disabled and network request monitoring, u…
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| 61247 |
airflow-mcp-server
Claim
Enables Claude to inspect and operate Apache Airflow over its REST API, providi…
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| 61248 |
Figma Dash MCP Server
Claim
Connects IDE to Figma Desktop App, enabling AI assistants to generate and manip…
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| 61249 |
Kova Mind MCP Server
Claim
Enables AI memory persistence and secure credential management via vault tools …
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| 61250 |
VERA MCP Server
Claim
Enables AI clients like Claude Code, Cursor, or VS Code to drive the Unreal Edi…
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