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MCP servers for AI agents
An MCP server connects an agent to external data and tools over a single protocol: files, databases, APIs and services. This section lists servers with their transport, auth method and environment variables, an install command and an access level with its reasons.
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Found: 3090
A studio and MCP server for scientific figures: method diagrams from text and CSV or JSON plots, using your own model connections
Aura Memory gives an agent local long-term memory with trust levels, so the user own words outweigh text scraped from the web.
Official
A DataHub MCP server: an agent searches tables and columns by metadata, traces lineage and finds analysts' SQL queries
Official
Flight search, price tracking and booking from an agent chat, as a hosted MCP server plus five skills.
A single Rust gateway between an agent and all its MCP servers: the client sees 9 to 17 meta-tools and finds the rest on demand.
Russian stack
An MCP server that drives the 1C test client's interface directly: opens forms, fills fields, records and replays scenarios
Official
A PostgreSQL backend your agent builds over MCP, where the platform verifies every change and can roll it back.
Memory for agents: a Claude Code session resumes in Codex with the same decisions and open tasks.
An MCP server that answers questions about CSV, Excel, Parquet and JSONL without pasting rows into context.
A local MCP server with five verbs that keeps project decisions across sessions: store, retrieve, supersede and audit diffs.
An agent reads sleep, activity and heart data from Fitbit and Pixel Watch over OAuth, with tokens kept on your computer.
An MCP server that builds a code map on your Mac: Claude Code gets answers on calls and dependencies with file and line refs.
Official
The devrig CLI links Claude Code, Codex and Gemini to a running JetBrains IDE: refactorings, debugger, tests and screenshots.
A dev-only Rails engine that plugs an agent into the running app: eight MCP tools plus skills matched to the gems in your Gemfile.
Open SEO Crawler: an SEO crawler with MCP for agents
Open SEO Crawler
A free local SEO crawler with a site audit and AI bot check: agents start crawls and read the issues
Official
Official COROS MCP: an agent reads workouts, sleep and heart rate and drafts training plans saved to your account.
Official
The official CodeScene MCP server scores Code Health locally and tells an agent what to refactor and where tech debt hides
Official
Official Heroku MCP server: apps, dynos, add-ons, pipelines, logs and Postgres through the Heroku CLI
1C Log Checker
1C Log Parser Service
Parser for 1C event and technology logs into ClickHouse, with Grafana dashboards and an MCP interface for agents
An MCP to LSP bridge: the agent gets types, references, diagnostics and refactoring from rust-analyzer, pyright and gopls.
Official
A free task manager with issues, sprints and docs and a built-in MCP server with about sixty tools.
Official
A local MCP server for Mac and Windows that lets an agent work with mail, messengers, calendars and files.
MCP server for SAP BW/4HANA and BW 7.5 on HANA: an agent reads and changes modeling objects, runs queries and watches data loads.
Frequently asked questions
What is an MCP server?
An MCP server connects an agent to external data and tools over a single protocol: files, databases, APIs and services. The agent calls its tools while it works.
How do I connect an MCP server to an agent?
The card lists how to run it (npx, uvx, docker or a remote URL) and the environment variables. A config snippet goes into the agent settings.
Do I need a key or a paid account?
It depends on the server. Each card states the auth method and requirements, including paid accounts, in the limitations block.