AI & ML
233 itemsContext7
Upstash Context7 MCP server for live docs lookup. Pull version-specific docs and code examples from source repos into LL…
Equity Research
Analyze earnings, generate investment ideas, and draft initiating coverage reports
Firebase
Firebase MCP integration. Manage Firestore, authentication, functions, hosting, and storage from your development workfl…
Firecrawl
Firecrawl: Convert websites to LLM-ready markdown/data. Scrape pages, crawl sites, search web, extract structured info. …
Hugging Face Skills
Build, train, evaluate, and use open source AI models, datasets, and spaces
Kotlin LSP
The Kotlin LSP plugin brings advanced Kotlin language intelligence to Claude Code, powered by JetBrains' official Kotlin…
Pinecone
Pinecone vector database integration for managing indexes, querying, and rapid prototyping with slash commands and MCP s…
PostHog
Connect Claude Code to PostHog. Query analytics, manage flags, run A/B tests, track errors, analyze LLM costs via natura…
Supabase
Supabase MCP: Database ops, auth, storage, real-time. Manage projects, run SQL, interact with your backend
ActivityPub MCP Server for LLMs Fediverse Exploration
Explore the Fediverse with an MCP server enabling LLMs to discover actors, fetch timelines, resolve WebFinger, and brows…
AI Bible MCP Server for Reproducible Research
Explore reproducible AI research with the AI Bible MCP server, enabling reliable LLM data lookups and containerized Open…
Airtable MCP Server for Schema-Aware Read and Write
Enable schema-aware read and write access to Airtable databases with an MCP server that lets LLMs inspect schemas and mo…
AniList MCP Server for Anime, Manga Data
Enable LLMs to access and query AniList anime, manga, character, staff, and user data via an MCP server.
AntV Chart MCP Server for Visualization and Analysis
Generate AntV charts and insights with an MCP server for fast visualization, chart generation, and data analysis to expl…
Any Chat Completions MCP Server for Claude
Integrate Claude with any OpenAI SDK-compatible chat completion API using the MCP server for OpenAI, Perplexity, Groq, x…
Apache Gravitino MCP Server for LLM Data Governance
Enable LLMs to explore metadata and perform tagging and classification with the Apache Gravitino MCP server for data gov…
Apple Books Library Manager MCP Server
Manage your Apple Books library with an MCP server, organize collections, summarize highlights and notes, and interact w…
Apple Calendar MCP Server for Natural Language Scheduling
Manage your Apple Calendar with an MCP server using natural language to create, modify, list events, and find free time …
Archestra.AI MCP Server: Gateway, Registry, Orchestrator, Credentials
Deploy the Archestra.AI MCP server to unify gateway, registry, orchestrator, credentials management, LLM cost management…
Secure Anthropic MCP Server for AWS Cost Explorer
Deploy a secure MCP server to retrieve AWS Cost Explorer spend and Amazon Bedrock usage from CloudWatch model invocation…
Azure OpenAI DALL-E 3 MCP Server
Integrate Azure OpenAI DALL-E 3 with MCP clients using this MCP server for seamless image generation and model-context b…
Baidu AI Search MCP Server Real-Time Web LLM
Leverage Baidu AI Search via the MCP server to deliver real-time web-referenced LLM responses and standardized APIs for …
Basic Memory MCP Server for Markdown Knowledge Graph
Build a persistent Markdown knowledge graph with this MCP server, storing AI conversation knowledge in local .md files a…
BigQuery MCP Server: Schema Inspection and Queries
Inspect BigQuery schemas and run queries with an MCP server that enables LLMs to access and query your datasets securely…
Tatum Blockchain MCP Server for LLMs
Unlock instant blockchain access for your AI agents with Tatum's MCP server and connect to any LLM in seconds.
Browser MCP Server for Puppeteer Automation
Enable browser automation with a fast, lightweight MCP server using Puppeteer accessibility data, optional vision mode, …
C64 Bridge MCP Server REST API Control
Control C64 hardware via MCP server with REST API—create BASIC/assembly, inspect memory in real time, synthesize SID aud…
Calculator MCP Server for Precise Numerical LLM Calculations
Enable LLMs to perform precise numerical calculations using an MCP server for fast, reliable, high-accuracy results.
ChatMCP: MCP Server GUI for Linux macOS Windows
Manage MCP server connections and chat with selectable LLMs using ChatMCP, an open-source cross-platform GUI for Linux, …
ChatSum: MCP Server for LLM Chat Summaries
Summarize chat histories with LLM-powered ChatSum on an MCP server to query, condense, and export key conversation insig…
CLDGeminiPDF Analyzer MCP Server for Google LLMs
Share large PDFs to Google LLMs via MCP server for CLDGeminiPDF analysis, enabling API-based deeper insights and respons…
CockroachDB MCP Server with FastAPI LLM-ready CLI
Deploy a fast MCP server with FastAPI and CockroachDB—schema bootstrapping, JSONB storage, LLM-ready CLI and optional /d…
CockroachDB MCP Server for AI Agents and LLMs
Enable AI agents and LLMs to manage, monitor, and query CockroachDB using natural language with an MCP server.
Code Executor MCP Server for Conda Python
Execute Python code in a specified Conda Python environment with an MCP server that enables LLMs to run and test code se…
Cognee MCP Server: GraphRAG Memory Ingestion & Search
Deploy the Cognee MCP server to ingest, process and search memory with customizable GraphRAG pipelines for fast, accurat…
Computer Control MCP Server — Mouse, Keyboard, OCR
Control your computer with an MCP server for mouse, keyboard and OCR using PyAutoGUI, RapidOCR and ONNXRuntime-zero exte…
Open-Source MCP Server for Autonomous macOS Agents
Host an open-source MCP server to run remote macOS machines as autonomous agents with a full desktop experience, replaci…
Consult7 MCP Server: Codebase and Document Analysis
Analyze large codebases and documents with the MCP server using high-context models via OpenRouter, OpenAI, or Google AI…
Context Portal RAG Knowledge Graph MCP Server
Enable AI assistants with precise, up-to-date project knowledge using Context Portal's MCP server to build and serve pro…
Crypto Sentiment MCP Server with Santiment Insights
Analyze crypto sentiment with an MCP server using Santiment insights to feed AI agents actionable market mood and emergi…
Dappier MCP Server: Real-Time News, Sports, Finance, Crypto
Connect LLMs to real-time, rights-cleared data via Dappier's MCP server for news, sports, finance, crypto and premium pu…
Databricks Genie MCP Server for Natural Language Queries
Enable LLMs to query Databricks Genie with natural language, run SQL, and engage conversational agents via an MCP server…
Databricks Smart SQL MCP Server for Unity Catalog
Analyze Databricks Unity Catalog metadata with an MCP server to run smart, efficient SQL for ad-hoc queries and data exp…
Databricks MCP Server: LLM SQL Queries & Jobs
Enable LLMs to run SQL queries and list or get details of Databricks job executions via the MCP server.
Hugging Face Dataset Viewer on MCP Server
Explore Hugging Face datasets on MCP server with search, filtering, dataset statistics, and one-click data export for fa…
Deep Research MCP Server: Automated Research Reporting
Automate deep research with an MCP server that explores sources and delivers structured Grok/OpenAI/Gemini/Perplexity-st…
MCP Server Documentation Access for llms.txt Files
Enable MCP server documentation access for AI agents, supporting llms.txt and other remote or local files for seamless k…
Lightweight EBook MCP Server for PDF and EPUB
Enable LLMs to read and interact with your PDF and EPUB ebooks using a lightweight MCP server for building AI reading as…
ESP MCP Server for IDF Build and Flash
Build and flash ESP microcontroller projects with an MCP server integrating ESP-IDF commands via an LLM for automated fi…
Excel MCP Server for AI Workbook Automation
Automate Excel workbook tasks with an MCP server and create, read, and modify Excel files without Microsoft Excel using …
Microsoft Fabric MCP Server with LLM Integration
Accelerate work in your Microsoft Fabric tenant with an MCP server integrated with your favorite LLM models.
Microsoft Fabric Real-Time Intelligence MCP Server for Kusto
Accelerate real-time analytics with the Microsoft Fabric MCP server for Kusto, Eventhouse and Eventstreams using your fa…
Inner Monologue MCP Server for Private LLM Self-Reflection
Enable private LLM self-reflection with the Inner Monologue MCP server to structure multi-step reasoning and improve res…
Instagram DM MCP Server for LLMs
Send Instagram DMs via your LLM using an MCP server to automate, route, and manage message delivery securely and at scal…
iOS Simulator MCP Server for Natural Language LLMs
Control iOS simulators with an MCP server that lets LLMs issue natural language commands to iPhone and iPad simulators.
JSON2Video MCP Server for Programmatic Video Generation
Generate programmatic videos with the JSON2Video MCP server, offering API-driven creation and status checks for LLMs, ag…
Kafka MCP Server Built in Go with franz-go
Deploy a high-performance MCP server for Apache Kafka in Go using franz-go to manage model context, streaming, and low-l…
Langflow MCP Server 1.6.4: 90 Workflow Tools
Automate Langflow with MCP server 1.6.4, offering 90 workflow tools to manage flows, run jobs, handle builds, integrate …
Libvirt MCP Server for VM Lifecycle Management
Manage virtual machines with an MCP server that lets an LLM interact with libvirt to create, destroy, and list VMs for f…
Linear Go MCP Server for LLM Integration
Enable LLM integration with Linear using a lightweight MCP server, deploying a single static Go binary to access Linear'…
LLM Analysis Assistant MCP Server Logs and Simulation
Monitor MCP server activity and simulate Ollama/OpenAI interfaces with a streamlined client supporting stdio, SSE, strea…
LLM Context MCP Server for Code Sharing
Share code with LLMs using an MCP server via Model Context Protocol or clipboard, with rule-based task switching and sma…
MediaWiki MCP Server for LLM Integration
Enable LLM clients to interact with any MediaWiki wiki using an MCP server for seamless model-to-wiki integration.
MetaTrader 5 MCP Server for AI Trading
Enable AI LLMs to execute live trades on MetaTrader 5 via an MCP server for secure, low-latency automated trading.
Minima MCP Server for Local RAG Files
Run an MCP server for local RAG on files to enable fast, secure retrieval-augmented generation and offline document sear…
Nanana MCP Server: Gemini Nano Text-to-Image & Image-to-Image
Generate stunning images on the Nanana MCP server using Google Gemini Nano for text-to-image and image-to-image editing.
NASA Image MCP Server — Mars, EPIC, APOD Analysis
Access NASA visual data via MCP server: Mars Rover, EPIC/GIBS, APOD with image analysis, auto format detection, compress…
Octocode MCP Server: AI GitHub & NPM Insights
Explore GitHub and NPM with Octocode MCP server—ask natural questions to find architectures, patterns, and connections u…
OpenAI GPT Image MCP Server for GPT-4o APIs
Deploy an MCP server to integrate OpenAI GPT-4o/gpt-image-1 image generation and editing APIs for scalable, secure model…
OpenAI WebSearch MCP Server for Python
Deploy a Python MCP server with built-in OpenAI web_search to add fast, integrated web-query capabilities to your applic…
Redbee MCP Server for Redbee API Integration
Integrate Redbee APIs with the Redbee MCP server to streamline connections, manage requests, and accelerate development.
Riza MCP Server: LLM Arbitrary Code Execution Platform
Deploy Riza MCP server to enable LLM arbitrary code execution and tool use with secure, scalable runtime control.
Root Signals MCP Server for LLM Evaluations
Improve your LLM outputs with Root Signals' MCP server for evaluations and LLM-as-Judge quality control.
Roundtable MCP Server for IDE Model Delegation
Delegate tasks to specialized models using an MCP server, letting your primary AI assistant solve complex engineering pr…
ShaderToy MCP Server for LLM GLSL Compute Shaders
Enable LLMs to learn from ShaderToy examples and generate complex GLSL compute shaders using an MCP server integrated wi…
Skyvern MCP Server for LLM Browser Control
Enable Claude, Windsurf, Cursor and other LLMs to control the browser with the Skyvern MCP server for seamless AI-driven…
Snowflake Cortex MCP Server for AI Features
Enable Snowflake Cortex AI features with this MCP server, connecting to MCP clients like Claude for Desktop, fast-agent,…
Snyk Vulnerability Scanning for MCP Server Workflows
Embed Snyk vulnerability scanning into MCP server agentic workflows to detect and fix flaws faster while improving secur…
Solana Agent Kit MCP Server for LLMs
Enable LLMs to interact with the Solana blockchain using the Solana Agent Kit MCP server by SendAI, offering 40+ protoco…
MCP Server: Semantic Code Search with GPT-5
Convert source code into a searchable knowledge base with MCP server using GPT-5, intelligent chunking, and OpenAI embed…
Spotify MCP Server for LLM Music Playback
Enable LLM-driven Spotify playback and control with this MCP server for seamless music integration.
Spring Initializr MCP Server Generate Spring Boot Projects
Generate Spring Boot projects with custom dependencies, Java versions, and structures using the MCP server, ask your AI …
Squad AI MCP Server for Product Discovery
Enable product discovery with the Squad AI MCP server—create, query and update opportunities, outcomes, requirements & f…
SSH MCP Server for Automated Transfers and Timeouts
**Crafting a concise description**
Starwind UI Astro Components MCP Server
Explore the MCP server for Starwind UI Astro components with commands, docs, and resources to enable LLMs to fully lever…
Stellar MCP Server: LLM Access to Accounts, Transactions
Enable LLMs to access Stellar via an MCP server to create accounts, check balances, analyze transactions, mint assets an…
Figma MCP Server for AI Design Integration
Enable AI-driven Figma workflows with an MCP server to let agents read and programmatically modify designs for seamless …
MCP Server for Multi-File Task Management
Manage multi-file tasks with an efficient MCP server—budget-optimized, multi-format, searchable, real-time updates and s…
TeamRetro MCP Server for LLM Retrospectives and Reports
Enable LLMs to manage TeamRetro users, teams, members, retrospectives, health checks, actions, agreements and fetch repo…
ThingsBoard MCP Server: Natural Language IoT Interface
Enable natural language control of your ThingsBoard IoT platform with the MCP server, letting LLMs and AI agents interac…
Think MCP Server: Agent Reasoning with Think-Tools
Enhance agent reasoning on your MCP server by integrating think-tools from Anthropic for smarter, context-aware decision…
Think Node MCP Server Integrating Think-Tools
Integrate think-tools into a Node MCP server to boost any agent's reasoning capabilities using Anthropic's approach.
TiDB MCP Server Multimodal AI Data Platform
Build multimodal AI apps and agents with TiDB AI SDK's MCP server—unify data and deploy scalable models across text, ima…
Topolograph MCP Server: LLM-Enabled OSPF/IS-IS Analysis
Analyze OSPF and IS-IS networks with an MCP server that enables LLMs to query events, map topologies, and calculate path…
Trade It MCP Server: Stocks, Crypto, Options
Execute stocks, crypto, and options trades via the Trade It MCP server with Robinhood, ETrade, Schwab, Webull, Coinbase …
Transcribe MCP Server for Audio, Video, Voice Memos
Transcribe audio, video, and voice memos with an MCP server that delivers fast, reliable transcripts for LLMs to access …
Tripadvisor MCP Server for LLM Integration
Enable LLMs to access Tripadvisor via an MCP server for location data, reviews, and photos through standardized interfac…
Triplyfy MCP Server: LLM Travel Itinerary Manager
Plan and manage travel with the Triplyfy MCP server: create itineraries, interactive maps, places, notes, and search/sav…
Typesense MCP Server for LLM Search and Analysis
Enable LLMs to discover, search, and analyze Typesense data with an MCP server that integrates Typesense search capabili…
Unity Catalog MCP Server for CRUD and Execution
Enable LLMs to manage Unity Catalog Functions and run them as tools with an MCP server that supports CRUD and execution …
Unity3d Editor MCP Server for LLMs
Enable LLMs to interact with the Unity3d Editor via an MCP server to access console and test logs, editor functions, hie…
MCP Server for Unleash Feature Toggles
Integrate LLM apps with Unleash using an MCP server to manage feature toggles and streamline feature flagging across mod…
USA Spending MCP Server: Track Federal Spending
Track federal spending with the MCP server using USASPENDING.gov data to search agencies, explore community impacts, and…
Vaadin RAG MCP Server for Hierarchical Documentation
Enable intelligent Vaadin documentation search with an MCP server that uses hierarchical RAG, framework-specific filters…
VCAgents MCP Server: Octagon-Powered VC Diligence
Spin up an MCP server to run AI VC agents enriched by Octagon Private Markets for pitch feedback, diligence sims, term-s…
Vectara RAG-as-a-Service MCP Server
Query Vectara's trusted RAG-as-a-service MCP server for secure, scalable retrieval-augmented generation and fast, accura…
Vectorize MCP Server for Vector Retrieval and Extraction
Deploy an MCP server integrated with Vectorize to enable fast vector retrieval and robust text extraction for scalable, …
Verbwire MCP Server: Smart Contracts, NFTs, IPFS
Deploy smart contracts, mint NFTs, and manage IPFS storage with the Verbwire MCP server for seamless blockchain operatio…
Vibe Check MCP Server for Self-Improving Agent Alignment
Improve agent alignment with an MCP server that vibe-checks agents, self-improves accuracy, and prevents scope creep, bl…
Google Street View Virtual Location MCP Server
Explore immersive virtual locations with an MCP server integrating Google Maps, Street View, PixAI, StabilityAI, ComfyUI…
VisionAgent MCP Server for Image, Video, Document Reasoning
Enable advanced image, video, and document reasoning with the VisionAgent MCP server to empower your LLM with multimodal…
MCP Server Voice Status Reports with OpenAI TTS
Receive real-time voice status updates from an MCP server using OpenAI TTS to monitor agent progress and confirm task co…
VoiceMode MCP Server for Claude Voice Conversations
Enable Claude voice conversations using the VoiceMode MCP server with any OpenAI-compatible STT/TTS service at getvoicem…
VS Code AI Model Detector for MCP Server
Detect and classify AI models used by GitHub Copilot and other extensions in real time with VS Code, leveraging native s…
Web Search MCP Server: Summaries & Page Extraction
Enable full web search, page extraction, and concise summaries with an MCP server for seamless Local LLM integration.
Wikipedia Context MCP Server for LLMs
Retrieve Wikipedia context for LLMs with an MCP server that supplies accurate, cited background to improve model respons…
WildFly MCP Server for LLM Metrics and Operations
Manage WildFly servers with an MCP server to let LLMs retrieve metrics, view logs and invoke operations in real time.
Windsor MCP Server: SQL-Free LLM Data Access
Query and analyze your full-stack business data with the MCP server in Windsor.ai—no SQL or custom scripting required.
WordPress MCP Server for LLM Integration
Turn your WordPress site into a simple MCP server to expose functionality to LLMs and AI agents for seamless integration…
Xcodebuild iOS Build Error Feedback MCP Server
Build iOS Xcode projects and workspaces, capture build errors, and return actionable feedback to an LLM via an MCP serve…
XiYan MCP Server with XiyanSQL Text-to-SQL
Query data with natural language on an MCP server using XiyanSQL text-to-SQL for instant database results.
ZenML MCP Server for MLOps and LLMOps
Manage MLOps and LLMOps pipelines with your ZenML MCP server to monitor, deploy, and optimize models and workflows.
ActionKit by Paragon
Connect to 130+ SaaS integrations (e.g. Slack, Salesforce, Gmail) with Paragon’s ActionKit API
Agentset MCP Server for RAG Applications
Build intelligent, document-based RAG applications quickly with the Agentset MCP server for developers.
Alibaba Cloud RDS
An MCP server designed to interact with the Alibaba Cloud RDS OpenAPI, enabling programmatic management of RDS resources…
APIMatic MCP
APIMatic MCP Server is used to validate OpenAPI specifications using APIMatic. The server processes OpenAPI files and re…
Arize Phoenix
Inspect traces, manage prompts, curate datasets, and run experiments using Arize Phoenix, an open-source AI and LLM obse…
Asgardeo
MCP server to interact with your Asgardeo organization through LLM tools
Atla
Enable AI agents to interact with the Atla API for state-of-the-art LLMJ evaluation
Baidu Map MCP Server for Geospatial APIs
Integrate Baidu Map MCP server to access open-source geospatial APIs, bridging LLMs and AI agents with real-world locati…
BICScan MCP Server: Blockchain Address Risk Scoring
Analyze blockchain addresses with the BICScan MCP server to obtain comprehensive risk scores, asset details and domain/d…
BrightData MCP Server for Web Data Extraction
Extract web data with BrightData's MCP server to discover, automate, and interact across the public internet via a singl…
Browserbase MCP Server with Stagehand for LLM Automation
Automate web interactions with the Browserbase MCP server using Stagehand to let LLMs browse pages, extract data, and pe…
Cartesia MCP Server for Voice Infill & TTS
Localize speech, convert text to audio, and infill voice clips using the Cartesia MCP server for seamless TTS and API in…
Chargebee AgentKit MCP Server for AI Billing
Integrate AI agents with Chargebee using the AgentKit MCP server to automate smarter billing and subscription workflows.
Claude Context MCP Server: Persistent Markdown Memory
Enable persistent Markdown memory for Claude Code with the MCP server using memsearch - give your AI agent long-term, se…
Cloudera Iceberg MCP Server for Read-Only Impala Access
Access Cloudera Iceberg via an MCP server for read-only Impala queries and schema inspection by LLMs.
Cloudflare MCP Server for LLM Integrations
Connect Cloudflare with LLMs using an MCP server to manage context and execute tasks via natural language through your C…
Cloudinary MCP Server for LLM Media Management
Manage Cloudinary media with an MCP server to upload, transform, analyze, and organize assets from LLM-powered apps like…
Codacy MCP Server: Code Quality, Vulnerabilities, Coverage
Query the Codacy MCP server to retrieve code quality issues, vulnerabilities, and coverage insights via the API.
Confluent MCP Server for Kafka, Flink, Schema Registry
Enable AI assistants to manage Confluent Cloud and Local with an MCP server offering 50+ tools for Kafka, Flink SQL, Sch…
Open Source MCP Server Context Templates
Explore open-source MCP server context templates to structure prompts, configs, and workflows - contribute to expand and…
E2B MCP Server for Claude Code Execution
Enable Claude to run and test code via E2B using an MCP server for secure, low-latency model-driven code execution and c…
EduBase MCP Server for LLM Integration
Deploy the EduBase MCP server to connect LLMs and MCP clients with your EduBase account via stdio, SSE, and streamable H…
Elasticsearch Memory MCP Server with Hierarchical Semantic Search
Enable intelligent, persistent memory with an MCP server using Elasticsearch for hierarchical categorization and semanti…
Elasticsearch MCP Server: Deprecated, Critical Security Updates Only
Migrate off this MCP server now; it is deprecated and will receive only critical security updates going forward.
Explorium MCP Server: Company and Contact Insights
Explore company and contact insights with the MCP server and access business intelligence aggregated from dozens of trus…
Fibery MCP Server for LLM Workspace Integration
Integrate Fibery with any MCP-compatible LLM provider using this MCP server to query and manage your Fibery workspace wi…
Firecrawl MCP Server: Web Scraping and Search
Add Firecrawl's MCP server to enable powerful web scraping and search for Cursor, Claude, and other LLM clients.
Fish Audio MCP Server Integrating Claude for Text-to-Speech
Integrate Fish Audio with Claude using an MCP server to convert natural language into premium text-to-speech for seamles…
MCP Server: FF3 FPE with Authentication Patterns
Protect data with MCP server using FF3 FPE and authentication patterns for secure LLM workflows.
Gcore MCP Server for CDN, GPU, AI Inference
Access Gcore's MCP server to manage CDN, GPU cloud, AI inference, video streaming, WAAP and cloud instances/networks via…
GDAL MCP Server: Metadata, Raster & Vector Processing
Enable GDAL-style geospatial workflows with MCP server for AI agent catalog discovery, metadata insights, and raster/vec…
Gemini Bridge MCP Server: Claude-to-Gemini Official CLI
Enable Claude-to-Gemini interactions with a lightweight MCP server via the official CLI, eliminating API costs with a st…
Ghost MCP Server for Ghost CMS Integration
Integrate Ghost CMS with LLMs using an MCP server to enable seamless Model Context Protocol interactions and streamline …
Local Git MCP Server with Push Support
Enable LLMs to interact with a local git repository via an MCP server, including optional push support for seamless code…
Node.js GitHub Token Automation MCP Server
Manage GitHub repos with a fast Node.js MCP server using a personal access token—no Docker, 80+ tools and direct API int…
Globalping MCP Server for Network Measurements
Enable AI models like GPT and Claude to access Globalping network measurements via the MCP server for natural-language p…
GNU Radio MCP Server for Autonomous LLM Flowcharts
Automate GNU Radio flowchart generation with an MCP server that lets LLMs autonomously create and modify RF .grc flowcha…
Google Analytics MCP Server for LLMs 200+ Metrics
Access Google Analytics through an MCP server to aggregate 200+ dimensions and metrics for LLM analysis and actionable i…
MCP Server for Google Vertex AI Search
Ground a Gemini model with your private data using an MCP server to power Google Vertex AI Search results.
Cross-Platform MCP Server for Gopher and Gemini
Enable AI assistants to safely browse and interact with Gopher and Gemini using a modern, cross-platform MCP server.
Graphlit MCP Server Setup with Client Example
Configure the MCP server with Graphlit using a concise setup guide and client example to quickly integrate MCP clients.
MCP Server: GraphQL Schema Explorer for LLMs
Explore large GraphQL schemas with MCP server to let LLMs query efficiently without bloating context.
GROWI MCP Server for LLM Knowledge Retrieval
Connect LLMs to your GROWI knowledge base with an MCP server to search and retrieve context-aware information for accura…
HAProxy MCP Server in Go with Runtime API
Deploy an MCP server in Go for HAProxy using the Runtime API to manage models and runtime configuration.
Heroku MCP Server: Manage Apps, Dynos, Databases
Manage Heroku apps, add-ons, dynos, and databases with LLM-driven tools via the MCP server for streamlined deployment, s…
HLedger MCP Server: LLM Access to Double-Entry Journals
Enable LLM access to your local HLedger double-entry journals with an MCP server for comprehensive read and optional wri…
Hyperbolic MCP Server for GPU Cloud Rentals
Rent GPUs on the Hyperbolic MCP server to let agents and LLMs view, SSH into, and run GPU-powered workloads in our GPU c…
Hyperbrowser MCP Server: Web Crawling & Data Extraction
Scrape and extract structured data with the Hyperbrowser MCP server—crawl webpages and access browser agents like OpenAI…
IBM Wxflows MCP Server Setup and Deployment
Set up and deploy an IBM Wxflows MCP server with step-by-step instructions for installing tools, deploying your app, and…
Inbox Zero MCP Server: Drafts, Calendar, Attachments
Organize your inbox with an MCP server that drafts replies, manages calendar and attachments, and lets you chat via Slac…
Kiln MCP Server: RAG, Agents, Fine-Tuning
Build production-ready AI with Kiln's free open-source MCP server—supporting RAG, agents, tool-calling, evaluations, syn…
Kiteworks MCP Server for Secure LLM Integration
Enable secure LLM integration with the MCP server to manage Kiteworks files, Secure Data Forms, users and folders while …
Klavis ReportGen MCP Server Automated Report Generation
Generate professional reports with an MCP server for automated, AI-powered report and document creation—fast, customizab…
Kuzu MCP Server for LLM Database Querying
Query Kuzu databases with the MCP server to let LLMs inspect schemas and execute queries on provided databases.
Lambda Capture MCP Server: Fed BoE ECB Forecasts
Explore the MCP server for macroeconomic forecasts and semantic analysis from the Federal Reserve, Bank of England and E…
MCP Server for Langfuse Prompt Management
Manage and access Langfuse prompts with the MCP server for streamlined Model Context Protocol-based prompt management an…
Lingo.dev MCP Server: Open-Source AI i18n Engine
Localize instantly with the Lingo.dev MCP server - open-source, AI-powered i18n toolkit; plug in your LLM or use the Lin…
Litmus.io MCP Server for Edge Configuration and Monitoring
Configure and monitor Litmus Edge devices with the MCP server for seamless device management, configuration, and real-ti…
Liveblocks MCP Server: AI API for Rooms, Yjs
Manage Liveblocks with the MCP server: let AI create, modify, and delete rooms, threads, comments, and notifications, pl…
Local History MCP Server for Cursor, VS Code
Access Cursor and VS Code local history via an MCP server for AI-powered recovery and seamless context-aware file restor…
Local RAG MCP Server: Lightweight Offline Document Search
Search local PDFs, DOCX, TXT and Markdown with a lightweight offline MCP server—minimal setup, no Docker or external ser…
Lucid MCP Server for Lucidchart & Lucidspark
Connect Lucidchart and Lucidspark to an MCP server to search and extract text representations via LLM-driven AI Vision, …
LunarCrush Remote MCP Server: Social Metrics for Trading
Access LunarCrush MCP server for live and historical social metrics and posts in LLM- and token-optimized outputs for au…
Mac Messages MCP Server for iMessage Analysis
Analyze iMessages with an MCP server that securely connects your Messages DB to LLMs for phone validation, attachments, …
Magg MCP Server: LLM Module Discovery & Orchestration
Enable LLMs to discover, install, and orchestrate MCP server modules on-demand with Magg's meta-MCP hub and mbro CLI for…
MariaDB MCP Server for SQL and Vector Search
Enable AI-driven SQL and vector search with the MCP server for MariaDB, integrating embedding-based queries and standard…
Masquerade MCP Server: PDF Redaction Firewall for LLMs
Redact sensitive data from PDFs with the Masquerade MCP server, a privacy firewall that cleans documents before sending …
MCP Server for Airflow API LLM Integration
Enable intuitive Airflow cluster management with an MCP server that converts Airflow REST API operations into natural-la…
MCP Server: AI Semantic Documentation Platform
Streamline documentation with MCP server: AI semantic search, Gemini integration, file uploads, smart chunking, multilin…
Python MCP Server: Grep with Recursive Search
Search files with a Python MCP server that brings grep to LLMs, supporting recursive search, case-insensitive matching, …
Local MCP Server: MediaPipe Embeddings and DuckDuckGo
Run a local MCP server using MediaPipe Text Embedder and DuckDuckGo Search to power primitive RAG-like web search contex…
MCP Server: Semantic Memory & Consolidation for AI
Enable AI assistants with persistent semantic search, storage, and autonomous consolidation using the MCP server across …
Open-Source MCP Server for Database Tools
Accelerate development of database tools with an open-source MCP server that handles connection pooling, authentication,…
MCP Server: Context & Todo Persistence with AI
Save and restore contexts, code snippets, and todos with MCP server and get AI second opinions from ChatGPT, Claude, Gem…
Mcpcap MCP Server for PCAP Analysis
Analyze PCAP files with the mcpcap MCP server, enabling LLM-driven protocol-specific insights via local file paths or re…
MCPJungle Self-Hosted MCP Server Registry for Enterprise AI
Deploy a self-hosted MCP server registry and gateway to securely manage and scale enterprise AI agents with MCPJungle.
MCPShell MCP Server for Secure LLM Command Execution
Enable secure LLM command execution with the MCP server, safely bridging language models and OS tools for controlled, au…
Meilisearch MCP Server for Conversational Search
Enable AI assistants to manage indexes, perform conversational searches, and handle data with Meilisearch via an MCP ser…
Memgraph MCP Server for LLM Integration
Connect Memgraph with LLMs and clients using the lightweight MCP server for seamless Model Context Protocol integration …
Microsoft Learn Docs MCP Server for Developers
Access authoritative Microsoft Learn docs with an MCP server to retrieve context-aware technical content for code genera…
Milvus MCP Server for LLM Context Integration
Integrate LLMs with external data and tools using the MCP server to provide standardized, seamless context for AI apps, …
Moorcheh MCP Server: Embeddings & Gen AI Answers
Integrate Moorcheh Embedding, Vector Store, Search, and Gen AI Answer services via the MCP server for fast, accurate AI-…
Needle MCP Server: RAG Search and Retrieval
Deploy Needle MCP server to enable production-ready RAG search and retrieval across your documents, fast, secure, and ea…
Nile MCP Server — LLM-Powered Postgres for B2B
Manage B2B tenants, users, auth, and queries with the Nile MCP server—an LLM-powered Postgres to streamline database and…
Nx MCP Server: Codebase Architecture for LLMs
Enable LLMs to access Nx codebase architecture via the MCP server, revealing project relationships and runnable tasks to…
OMOP MCP Server: LLM Mapping to OMOP Concepts
Map clinical terminology to OMOP concepts using LLMs with the MCP server to standardize healthcare data and accelerate r…
OpenAPI Schema MCP Server for LLMs
Explore OpenAPI schemas with an MCP server that equips LLMs with tools to inspect and understand API specifications.
OpenDota MCP Server for Real-Time Dota 2 Statistics
Access real-time Dota 2 stats, match and player data via an MCP server using OpenDota API for seamless LLM and AI assist…
Patronus AI MCP Server: Agent & RAG Optimization
Optimize, test, and evaluate AI agents and RAG apps on the Patronus AI MCP server to improve performance, reliability, a…
PDMT MCP Server: Deterministic Templating and Todo Validation
Enable reproducible outputs with PDMT MCP server: deterministic templating, todo validation, quality enforcement and 0.0…
MCP Server for Pinecone Assistant Context Retrieval
Retrieve context from your Pinecone Assistant knowledge base with an MCP server for fast, scalable, secure access.
Pinecone MCP Server for RAG and Inference
Enable RAG and inference with an MCP server to search and upload records while leveraging Pinecone's Inference API for f…
Plainly Videos MCP Server for LLM Video Rendering
Use the official Plainly Videos MCP server to browse designs, projects, and render videos with LLM clients.
PostgreSQL
A Model Context Protocol server that provides read-only access to PostgreSQL databases. This server enables LLMs to insp…
Producer Pal MCP Server for Ableton Live
Control Ableton Live with the MCP server embedded in a Max for Live device - install via drag-and-drop for instant Produ…
PubNub MCP Server for Cursor IDE and Claude
Enable LLM tools to access PubNub SDK docs and APIs with an MCP server for Cursor IDE and Claude, improving AI agent und…
Puppeteer
A Model Context Protocol server that provides browser automation capabilities using Puppeteer. This server enables LLMs …
Py MCP Server with Qdrant RAG
Deploy an MCP server with Qdrant RAG to enable semantic search and document retrieval via local or cloud embeddings acro…
Qdrant MCP Server for Semantic Memory
Implement a semantic memory layer with the Qdrant MCP server to enable efficient vector search, persistent memory, and f…
Qiniu MCP Server for AI Cloud Storage
Access Qiniu Cloud storage and intelligent multimedia services via the MCP server for seamless AI large-model client int…
Qonto MCP Server for LLM Account Access
Access your Qonto account through LLMs using the MCP server to securely view balances, initiate payments, and manage tra…
QuantConnect MCP Server for Algorithmic LLM Trading
Deploy agentic LLM trading strategies with the QuantConnect MCP server to design, research, and implement algorithmic tr…
RAG Local MCP Server for Semantic Passage Retrieval
Store and retrieve text passages locally with an MCP server that uses semantic passage retrieval for fast, accurate RAG-…
RAG Web Browser MCP Server for Markdown Scraping
Scrape web pages and convert URLs to Markdown with an MCP server for Apify's RAG Web Browser, performing web searches an…
Ragie MCP Server: Context from Google Drive, Notion
Retrieve context from your Ragie knowledge base via the MCP server, integrating Google Drive, Notion, JIRA and other sou…
Raindrop.io MCP Server for LLM Bookmark Access
Enable LLMs to access Raindrop.io bookmarks via an MCP server for seamless Model Context Protocol integration.
Ramp MCP Server: LLM-Powered Spend Analysis
Analyze spend with Ramp's MCP server via the Developer API to get LLM-powered insights, uncover savings, and optimize co…
Recraft MCP Server: Generate, Edit & Vectorize Images
Generate, edit, upscale and vectorize raster and SVG images on the Recraft MCP server—create custom styles and convert i…
Redis Cloud API MCP Server for Natural Language
Manage Redis Cloud resources with natural language using the MCP server for Redis Cloud API to control and automate cont…
Redis
A Model Context Protocol server that provides access to Redis databases. This server enables LLMs to interact with Redis…
Reexpress MCP Server: Statistical Verification for LLMs
Add MCP server to your LLM workflows to apply state-of-the-art statistical verification and get a reliable AI second opi…