Search MCP servers
Filter by capability, transport, auth, language, and verification.
133 results
Give your agent Microsoft's MarkItDown: convert PDFs, Office docs, images, and URLs into LLM-ready Markdown.
Official MCP reference server that fetches a URL and returns its content as clean Markdown, with chunking.
Mem0's local-first memory layer: a Dockerized MCP server plus dashboard that keeps agent memories on your machine.
Temporal knowledge-graph memory for agents: add episodes and search facts over FalkorDB or Neo4j, from Zep.
Control Blender from Claude and other LLMs for prompt-assisted 3D modeling, scene creation, and asset generation.
LSP-powered coding agent toolkit: semantic symbol search, references and structural edits.
Create, manage, and query your InstantDB apps, schemas, permissions, and data from your AI editor.
AI-powered reverse engineering: bridge IDA Pro to LLMs for vibe reversing via MCP.
Lets LLMs reverse engineer binaries in Ghidra: decompile functions, rename symbols, trace imports, exports and xrefs.
Official Firecrawl MCP server — scrape, crawl, map, search, and structured extraction for any LLM client.
Connect your personal WhatsApp: search, read and send messages and media locally
Platform-agnostic mobile automation for iOS & Android — simulators, emulators, and real devices.
MCP server that works alongside an LLM to build validated Vizro charts and dashboards.
Connect Claude, Cursor & Windsurf to the Unity Engine for AI-driven game development in Editor and Runtime.
Convert PDFs, Office docs, images, audio, and web pages into Markdown for LLM consumption.
Built-in MCP server for the open-source Kubernetes UI — lets AI assistants query and operate your cluster.
Production-ready MCP server for real-time web search, content extraction, site mapping, and crawling.
Read-only (optionally write) access to MySQL databases for LLMs — inspect schemas and run SQL queries.
Run SQL over files, databases, and 40+ apps (GitHub, Notion, Chrome, Todoist) — and expose them to LLMs via MCP.
Go-native MCP server for Kubernetes and OpenShift — manage pods, resources, Helm, Tekton, and more.
Turn Claude Desktop into a pair programmer that edits files, runs tests, and Git-versions every change.
Gives MCP-enabled clients semantic code tools: definition, references, rename, diagnostics, and more.
Connect Claude, GPT, and Gemini to ROS/ROS 2 robots via rosbridge, with no changes to robot source code.
Official Brave Search MCP server: web, local, image, video, news search and AI summarization.
On-premises RAG over your local files (PDF, DOCX, CSV, MD, TXT), queryable from Claude via MCP.
Locally hosted multi-engine web search and page content extraction for local LLMs — no API keys required.
AI-driven mini Kubernetes dashboard with a built-in MCP server exposing 49 cluster operation tools
Alpaca's official trading server for stocks, ETFs, options, and crypto in plain English.
Atlassian's official hosted MCP server for Jira and Confluence Cloud — search, create, update.
REPL-driven Clojure development for AI assistants: live nREPL eval plus structure-aware, paren-safe code editing.
AI data quality evaluation server exposing Dingo's rule- and LLM-based checks over MCP.
Shell and coding agent for Claude and other MCP clients with tightly integrated shell and file-editing tools.
Control Spotify playback, search, queue, and playlists from Claude or any MCP client.
Give AI agents context of your dbt project — run dbt CLI, query the Semantic Layer, explore lineage, and manage jobs.
Point at browser DOM elements with Option+Click and feed them as context to agentic coding tools via MCP.
MCP-native browser control plane with human takeover, reusable auth profiles, approvals, and audit trails.
Auto-generate a secure, LLM-optimized MCP server or REST API for your database in minutes.
Make your meetings accessible to AI agents — let them join, talk, and act in Zoom, Meet & Teams calls in real time.
Let any LLM interactively debug your code in VS Code via breakpoints and expression evaluation.
Execute shell commands on remote Linux and Windows servers over SSH via MCP.
Research-backed mentor layer that interrupts agent pattern inertia to prevent over-engineering and reasoning lock-in.
Real-time data for AI agents — markets, research, X/Twitter, crypto. No API keys, pay per call in USDC.
Read and write access to Airtable bases — inspect schemas, query, and modify records, tables, fields, and comments.
Salesforce's official DX server: run SOQL, deploy and retrieve metadata, run Apex tests and manage orgs from your agent.
Deploy HTML, folders, or full-stack projects to Tencent EdgeOne Pages and get a public URL.
Fetch YouTube video transcripts (plain or timestamped), metadata, and available caption languages — no API key.
Connect Claude directly to PostgreSQL, MySQL, SQLite, Oracle, MS SQL and other SQLAlchemy databases.
AI-powered Bazi (Chinese Four Pillars) calculator for accurate destiny and personality data.
Connect your LLM/MCP client to Binary Ninja for AI-assisted reverse engineering and malware analysis.
Connect Claude Desktop to any Hugging Face Space (Gradio app) with minimal setup — image gen, vision, TTS, STT and more.
Chat with your robotics, drone, and IoT data — deterministic SQL over ROS, PX4, ArduPilot & Betaflight logs.
Interact with 60+ EVM chains: balances, transfers, contracts, ENS, and ABI fetching.
Chat with your EPUB and PDF books — extract metadata, table of contents, chapters, and pages as Markdown.
Terraform MCP server letting AI assistants read, plan, apply, analyze, and manage Terraform infrastructure.
Official Polygon.io server with tools for stocks, options, forex, and crypto market data.
Official PostHog server: product analytics, feature flags, experiments, error tracking and SQL.
Local MCP server that puts a human in the loop: ask the user questions and send OS notifications mid-task.
Let LLMs create, search, update, and comment on Linear issues through the Model Context Protocol.
Search, create, update and aggregate Odoo ERP records from AI assistants via XML-RPC.
Control iOS simulators with natural-language commands from your LLM, powered by Facebook's idb.
Query, explore, and govern Apache Doris databases via MCP — NL2SQL, metadata, and analytics tools.
Control and query Home Assistant from Claude and other LLMs over the Model Context Protocol.
Claude Code-style coding agent over MCP: read/edit files, run commands, search code, delegate to sub-agents.
Smart context management for LLM workflows — rule-based file selection shared via MCP or clipboard.
Browser automation via Playwright — let LLMs navigate, click, fill forms, screenshot, and run JS in a real browser.
Ranks every file by importance, maps dependencies, and keeps AI summaries fresh in the background.
Offload large-context file analysis to 500+ OpenRouter models (up to 2M tokens) from any MCP agent.
Gives AI coding assistants up-to-date, crate-specific Rust documentation via semantic search and LLM summarization.
Let LLMs query, aggregate, and write to MongoDB with schema inference and read-only protection.
Upload, search, edit, and generate videos through Video Jungle from your LLM.
Give your LLM live Wikipedia access: search, full articles, summaries, sections, links and key facts in any language.
Technical marketing content creation, SEO, and product positioning tools based on Open Strategy Partners' methodologies.
Official Docker Hub MCP server for searching images, reading metadata and managing repositories.
Datadog's managed remote server: query logs, metrics, traces, monitors and incidents.
Generate Apache ECharts charts locally from AI for chart generation and data analysis.
Natural-language queries to MySQL/PostgreSQL via XiYanSQL text-to-SQL
Search Twitter/X and read your home timeline from an MCP client, using the twikit library.
Connect LLMs to the Milvus vector database for vector, text, and hybrid search plus collection management.
Let LLMs run shell commands and processes on the host machine via a single run_process tool.
Query your Apple Health data with natural language via Elasticsearch, ClickHouse, or DuckDB.
Drive your Opik LLM-observability workspace from your AI host — read traces, log scores, save prompts, ask Ollie.
Give AI assistants full control over Aseprite to create pixel art and animated sprites.
Full-featured MCP server for querying, aggregating, and managing MongoDB databases via natural language.
On-demand open-source tax & accounting skills for AI agents across 130+ jurisdictions, via MCP.
Line-oriented text file editing for LLMs with token-efficient partial reads and hash-based conflict detection.
Query and manage a local DuckDB database from your LLM via the Model Context Protocol.
Let LLMs query, inspect, and manage MongoDB databases through natural language.
Securely run whitelisted CLI commands within an allowed directory via MCP.
Bridge to query multiple LLMs and CLI coding agents as AI "ducks" for diverse perspectives.
Access and manage your Langfuse prompts through the Model Context Protocol.
Centralize ESP-IDF/ESP32 commands and drive embedded builds, flashing, and tests via LLM-driven MCP tools.
Kubernetes MCP server: manage cluster resources and Helm releases through MCP tools, with fine-grained write controls.
Secure, read-only access to Google BigQuery datasets for LLMs, with field-level PII/PHI protection.
Community server bridging LLMs to 100+ crypto exchanges via the CCXT library for data and trading.
Meta-MCP server that manages, aggregates, and proxies other MCP servers so LLMs can extend themselves.
Inspect BigQuery schemas and run SQL queries from your LLM client.
Expose any FHIR server or API as MCP tools to search, read, and write clinical data with SMART-on-FHIR auth.
Get a second opinion in Claude Code: query Codex, Gemini, OpenCode and more, with structured multi-model deliberation.
Chat with Chronulus AI forecasting and prediction agents directly from Claude.
Safe, read-only SQLite database exploration and querying for LLMs, built on FastMCP.
MCP server for spatial transcriptomics analysis via natural language
Manage Apache APISIX gateway resources through natural language via the Admin API.
Let AI models post notes and send Lightning zaps on the Nostr protocol.
Persistent code index + memory, semantic search & live telemetry for AI coding agents — 50x less context than grep.
Map clinical terminology to standardized OMOP CDM concepts using LLMs and the OMOPHub vocabulary API.
Production-grade MCP server for MikroTik RouterOS — 117 typed, auditable tools for safe AI-native network automation.
AI-powered code review automation: analyzes Git diffs to find bugs, security issues, and quality improvements.
Retrieve and analyze Ramp finance data (transactions, bills, reimbursements) via an in-memory SQLite ETL pipeline.
Minimal MCP server that drives a web browser via Playwright, with an Azure OpenAI / OpenAI client bridge.
Local-first LLM router for AI coding tools — routes prompts to the cheapest capable model with automatic provider fallback.
Check Maven dependency versions and look up the latest releases from Maven Central in real time.
Multi-model AI orchestration MCP server for automated code review, chat, compare, and debate in Claude Code.
Let LLMs query Couchbase clusters, run SQL++, manage documents, and analyze query performance.
Hourly and daily weather forecasts for LLMs via the AccuWeather API.
Describe a cloud architecture in English; get Terraform, cost estimates, and compliance checks across AWS/GCP/Azure.
Manage Kafka Schema Registry from Claude — register, evolve, compare, migrate, and export Avro schemas in plain language.
Give your AI assistant its own AI assistants — outsource text and image generation to 20+ model providers.
Scrape websites, search engines, eCommerce, and social media for AI agents via Decodo's Web Scraping API.
Comprehensive Gemini API integration for MCP hosts with intelligent model selection and file handling.
Run arbitrary Python in a secure, throw-away sandbox from your LLM agent via a single run_code MCP tool.
Read-only MCP server for searching and reading your macOS iMessage history and Contacts.
Let Claude and other LLMs manage your EduBase e-learning platform — create questions, schedule exams and analyze results.
Query and explore YDB databases from any MCP-compatible LLM using natural language.
AI code quality gate that detects hallucinated imports, stale APIs, over-engineering, and security anti-patterns in AI-generated code.
Maven Central dependency intelligence for JVM build tools: versions, upgrades, CVEs, licenses, and POM-aware analysis.
Generate, validate, and optimize accessible Adaptive Cards for Teams, Outlook, Copilot, and other Microsoft surfaces.
Real-time WallStreetBets (Reddit) data for market analysis with Claude and other LLM clients.
Debug Kubernetes & container workloads with eBPF kernel telemetry through an AI interface.
Exposes build123d CAD operations as MCP tools so AI assistants can build, inspect, and iterate on 3D geometry interactively.
Give LLMs real-time Brazilian agricultural data — prices, crop estimates, climate and deforestation from public sources.
Run k6 load tests from your MCP client and let an LLM analyze the results.
Adaptive prep for the Claude Certified Architect exam: 390 questions, spaced repetition, guided capstone, zero sycophancy.
Search your product docs and content via Inkeep's RAG, exposed as an MCP tool.