Keep your agents on track with automated context

Your agents are fast and capable, but they don’t know how your system actually works. Unblocked MCP gives them always-current context from your code, conversations, issues, docs, and production systems, so they produce reliable code with less redirection.

Set up Unblocked MCP with your coding agent

Dynamic context beats static context

Rules files, skills, and curated context layers work until they don't. When a convention changes, someone has to update the file. When a Slack thread overrides a doc, no rules file catches it. The layer is only as good as the last time a human touched it.

Unblocked synthesizes continuously from live sources — code, PRs, conversations, and docs — so your agent works from what's actually true right now.

Advidi replaced a toolchain of token-hungry connectors with one MCP.

1 MCPFor every source
400+Repositories connected
“I haven’t found a tool that does context as effectively as Unblocked does.”
Jorden van Breemen, CTO, Advidi
Read Advidi’s case study →

Unified context,
not individual queries

Individual MCP servers for GitHub, Slack, Jira, and Confluence each answer for one system. When the answer spans them, or they disagree, your agent is left to piece it together. Unblocked does that work before anything reaches your agent.

Individual MCP servers. Every tool is another connection, set up by every engineer in every agent.

Unblocked MCP. Connected once for your whole team, continuously synthesized, and resolved before it reaches your agent.

See it in a real agent

Brandon walks through an agent skipping the search phase with Unblocked MCP, and cutting its token costs by up to 30%.

Improve agent efficiency in every workflow

Each workflow is an open-source recipe in the Unblocked Cookbook. Fork it, adapt it to your environment, and run it with your agent.

Onboarding

Ramp new hires in no time

New engineers get instant answers about how the system works, why it works that way, and where things live — without tapping on shoulders or searching through docs.

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Planning

Get a plan that fits your system

Your agent knows your patterns and conventions before it proposes anything — so what it produces reflects how your team actually builds, not a generic starting point.

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Code Review

Catch real issues before they reach review

Your agent checks the diff against your actual conventions and past decisions — not just what changed. Real issues surface. Noise doesn't.

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Bug Investigation

Get from symptom to root cause faster

Your agent connects the bug to recent changes and component history — then checks the fix against real code before you touch it.

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Incident Management

Stop guessing at 2am

Your agent connects the incident in Datadog or Sentry to the recent changes behind it and surfaces the most likely causes first — so you're working the problem, not searching for where to start.

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Ticket Enrichment

Make every ticket self-contained

Your agent pulls in related PRs, relevant code paths, and past decisions — so whoever picks up the ticket knows exactly what they're working with.

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How it works

One MCP connection. All your organizational knowledge, synthesized and delivered at the moment your agent needs it.

One-time setup

GitHub, GitLab, Slack, Confluence, Notion, Jira, Linear, Google Docs, Datadog, Sentry, and more — plus any MCP server through Custom MCP. One-time setup per source. Unblocked reads your code, PRs, conversations, docs, incidents, logs, and errors.

Continuous synthesis

Unblocked maps relationships across systems, resolves contradictions between sources, enforces permissions, and ranks what’s most relevant for the task at hand — all server-side, automatically.

On-call context

A single MCP server delivers a shared understanding of your organization to Claude Code, Cursor, Copilot, Codex, ChatGPT, or any MCP-compatible agent. One connection replaces the fragmented context plumbing you’ve been maintaining by hand.

What changes when agents have the right context

The same task, run with and without Unblocked: same coding agent, codebase, and prompt.

9/10

Mergeable code, first pass

Agents that understand your conventions, dependencies, and past decisions produce code that passes review — not code that needs four rounds of correction to get there.

See the data →
48%

Fewer tokens · 60% lower cost

Without context, agents search broadly, iterate on wrong assumptions, and burn tokens at every step. With the right context from the start, that loop doesn't happen.

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83%

Faster to done

The cost of bad output isn't just the tokens — it's the review cycles, the reprompting, the corrections. When agents start with the right context, that time disappears.

See the data →

Custom MCPs give your agents end-to-end knowledge across your systems

Connect a verified MCP server, or your own hosted one, to Unblocked once. Every agent can see what’s in it, alongside your code, conversations, and docs.

See all integrations
  • Grafana
  • Stripe
  • Honeycomb
  • Cloudflare
  • LaunchDarkly
  • incident.io
  • Amplitude
  • Snyk
  • Miro
  • Pulumi
  • Mixpanel
  • Context7
  • Vanta
  • Statsig
  • AppSignal
  • Granola
  • WorkOS
  • Fivetran
  • Lucid
  • Pendo
  • Mintlify
  • Fireflies
  • Omni
  • IcePanel

Built securely for professional teams

Unblocked is designed with security and privacy as core requirements. Customer data is isolated, authorized, and encrypted and your data will never be used to train models.

Learn more about security
SOC 2 Type II
Data isolation
SSO & SCIM support
Encryption in transit & at rest

Frequently asked questions

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