Top MCP Servers

Provides AI assistants with instant, citation‑rich access to the contents of an Obsidian vault by building a local SQLite index that combines BM25 full‑text, trigram fuzzy matching, and vector similarity.

Provides programmatic access to the official United States Congress API, enabling queries for bills, amendments, members, committees, hearings, votes, and related legislative data.

Provides Claude and other MCP-compatible clients with direct access to Audiense Insights, extracting demographic, cultural, influencer, and content engagement data for marketing analysis.

Provides a standardized interface for large language models to evaluate their responses using the Atla API.

Verify that any MCP server is running the intended and untampered code via hardware attestation.

Enables AI‑driven, narrative‑focused management of personal aspirations, turning each goal into a dynamic story that motivates and guides users toward completion.

Provides a simplified interface to the Smartlead API, enabling AI assistants and automation platforms to manage email campaigns, leads, analytics, and download tracking without requiring a license key.

Provides tools for AI agents to mint and manage ERC‑20 tokens across multiple EVM‑compatible blockchains, supporting deployment, transfer, balance queries and transaction inspection.

Provides typed tools for AI agents to read, write, and manage Google Sheets and Drive resources through a Model Context Protocol server.

Provides Model Context Protocol endpoints that enable AI assistants to query and analyze distributed tracing data stored in Grafana Tempo, supporting both stdin/stdout communication and an HTTP SSE interface.

Provides a searchable, continuously updated database of MCP servers, allowing AI assistants to discover and provision the appropriate tools via natural‑language queries.

Provides tools to query flight schedules, weather forecasts, real-time aircraft locations, and flight comfort metrics for Variflight services.

Provides AI‑driven venture‑capitalist personas that analyse pitches, conduct diligence simulations, and negotiate term‑sheet scenarios, continuously enriched with real‑time market data from Octagon Private Markets.

Enables AI assistants to interact with testing and monitoring tools via natural‑language queries, offering access to error monitoring, test management, API documentation, contract testing, and code review capabilities.

Provides Delphi project compilation and knowledge‑base query capabilities for AI assistants, enabling direct compile, syntax check, and semantic search of Delphi code and documentation.

Provides secure, encrypted access to personal Withings health data via the Model Context Protocol, allowing AI assistants to retrieve sleep, weight, activity, heart, and workout information in natural conversation.

Extracts YouTube video metadata and transcripts via an MCP server, offering tool-based access, detailed logging, and robust error handling.

Provides an API to store and retrieve text passages based on semantic similarity, leveraging Ollama for embeddings and ChromaDB for vector storage and similarity search.

Enables AI models to access Typesense search capabilities through the Model Context Protocol, allowing discovery, querying, and analysis of collection data.

Interact with Hyperbolic's GPU cloud, allowing agents and LLMs to view and rent GPUs, SSH into them, and run GPU‑powered workloads.

Provides a Model Context Protocol server that enables AI clients to read and modify LaunchDarkly feature flags and AI Configs directly from their workflows.

Provides a Model Context Protocol interface that lets LLM applications create, list, query, and manage Nile databases, credentials, tenants, and SQL execution through a type‑safe TypeScript server.

Provides automated cost‑analysis and optimization recommendations for AWS accounts by integrating Cost Explorer, Cost Optimization Hub, Compute Optimizer, Trusted Advisor, and Performance Insights, and exposing the functionality through a Model Context Protocol (MCP) server.

Provides AI agents and chatbots with direct access to ModelScope’s ecosystem, enabling image generation, resource discovery, and contextual information via MCP.

Provides an MCP interface for AI assistants to manage OpenStack resources such as compute, images, identity, networking, and block storage.

Provides a collection of Vue 3 UI components for building enterprise‑level AI chat applications, with built‑in streaming, theming, and flexible storage support.

Provides code quality checking operations (pylint, pytest, mypy) with LLM‑friendly prompts, enabling AI assistants to analyze Python projects and suggest improvements.

Provides a simple interface to query documents through a Langflow backend, enabling document Q&A via the Model Context Protocol.

Provides an enterprise‑grade MCP server that exposes 12 AI video generation tools, enabling AI assistants to create avatar videos, URL‑to‑video conversions, short videos, scripts, custom avatars, advanced lip‑sync, and more through natural language interactions.

Provides a stdio MCP server that exposes all ServiceNow Fluent SDK commands, API specifications, code snippets, and instructional resources for seamless integration with AI‑driven development environments.

Provides programmatic access to the DBLP computer science bibliography for large language models, enabling publication search, citation extraction, BibTeX export, and statistical analysis via defined tools.

Provides a lightweight decentralized memory gateway that connects AI agents to Membase for persistent, verifiable multi-session memory.