Discover Awesome MCP Servers

graphward

Private, local-first code intelligence MCP server that builds a static graph of repositories and exposes search, architecture, impact analysis, and review tools via MCP.

Horizon MCP

An MCP server that exposes the Horizon content aggregation and analysis pipeline as a suite of modular tools. It enables users to automate fetching, AI-based scoring, filtering, background enrichment, and summary generation for various data sources.

tealium-mcp-server

Enables Tealium data layer validation, debugging, documentation generation, and code generation through natural language, assisting tag management specialists and analytics engineers.

Memento

Provides persistent memory for AI tools by building a local knowledge graph from conversations, enabling cross-session recall and context awareness without cloud dependencies.

Notion MCP Server

Enables Claude to interact with Notion workspaces, including searching, reading, creating, and editing pages and databases, as well as managing comments and users.

Placement Analyzer MCP

An MCP server for college placement cells to analyze student profiles from bulk Excel data, search students, and access evidence-backed skill intelligence from resumes, GitHub, LeetCode, and portfolios. It provides tools for skill gap analysis and profile completeness evaluation.

ScholarMind

A multimodal academic research assistant for LLM Agent papers, enabling paper search, PDF/figure understanding, knowledge graph memory, learning paths, and reproducible experiments via MCP.

DevAssist MCP Server

A production-ready MCP server for GitHub and competitive programming (Codeforces) that enables AI assistants to fetch user profiles, repository stats, contest history, and personalized problem recommendations.

youtube-analytics-mcp

Enables an AI assistant to query the full YouTube Analytics, Data v3, and Reporting API surface for one or multiple channels you own, with unrestricted parameters, local OAuth handling, and large-result output to files.

local-Rag

A local-first document retrieval MCP server that enables AI coding tools like Codex to search private local documents via semantic search and keyword boost, supporting ingestion of PDF, DOCX, TXT, Markdown, and HTML files.

Alephant MCP

Alephant MCP server for AI cost control, BYO-key routing, 50+ providers, and 320+ models.

Minimal Godot MCP

Provides instant GDScript syntax validation and diagnostics by bridging Godot's native Language Server Protocol to MCP clients. Enables real-time syntax checking in AI assistants without requiring custom plugins or context switching to the Godot editor.

FinData MCP

FinData MCP gives AI agents access to market data, company fundamentals, and macroeconomic indicators via MCP. It covers stocks, ETFs, crypto, forex, commodities, and economic time series.

Demo MCP Server

A minimal MCP server with two tools (suma, clima) and a mock LLM to decide tool calls, demonstrating the Model Context Protocol.

SVT Text-TV MCP Server

Provides access to Swedish Text-TV content from SVT including news, sports, weather forecasts, and TV schedules through the Model Context Protocol.

dotfiles-manager MCP Server

Enables AI agents to manage dotfiles using git bare repos, supporting tracking, syncing, multiple stores, and remote setup through natural language.

Juspay MCP Tools

Enables AI agents to interact with Juspay's payment processing APIs and merchant dashboard for managing orders, transactions, refunds, customers, gateways, and reporting through natural language.

AgentData MCP Server

Connects AI agents to AgentData's company intelligence platform, enabling natural language queries for structured company data like tech stacks, emails, people, and signals.

Kuwait Payments MCP

Enables AI agents to accept payments in Kuwait via KNET, cards, and Apple Pay through Tap Payments hosted checkout.

Confluence MCP Server

A server that allows Cursor AI to access and search through Confluence documentation as a context source.

KEGG MCP Server

Enables natural language querying and analysis of KEGG biological databases, including pathways, genes, compounds, reactions, diseases, and drugs.

mcp-plesk-dev-docs

Provides unified semantic search across all Plesk documentation sources (Admin Guide, REST API, CLI, PHP SDK, JS SDK) for extension developers, with sub-second latency and AI-synthesized answers.

coinbase-exchange MCP

Provides tools to retrieve recent trades and OHLC candle data from Coinbase Exchange.

TrueVoice MCP

Enables detection and elimination of AI slop in text, providing tools to analyze writing for overused phrases, structural issues, and verbosity, and offers human writing rules tailored to context.

@cyanheads/docgen-mcp-server

Render HTML/markdown to PDF, export rows to xlsx, and fill AcroForm PDFs via MCP. STDIO or Streamable HTTP.

Uniswap-Trader-MCP

An MCP server for AI agents to automate token swaps on Uniswap DEX across multiple blockchains. It provides real-time price quotes, swap execution, and trade suggestions.

ServiceNow CMDB MCP Server

A read-only MCP server that enables searching and listing ServiceNow configuration items, reading direct CI relationships, and traversing the relationship graph up to a controlled depth.

TyranoStudio MCP Server

Enables comprehensive management of TyranoStudio visual novel projects including project creation, scenario editing with syntax validation, resource management, and TyranoScript development assistance. Supports project analysis, template generation, and Git integration for visual novel game development.

swiss-school-calendar-mcp

MCP server for Swiss school and public holidays across all 26 cantons, with differentiation by school type. No API key required.

AI or Not MCP Server

Enables detection of AI-generated content in images, videos, audio, and text via the AI or Not API. Supports media analysis tools for deepfakes, synthetic voices, and AI-written text.