Remote MCP server to run your Atako AI agents: chat, projects, files, integrations and channels.
- Passed: Handshake
- Passed: Tools listed
- Passed: Updated recently
Median latency 132 ms · Last checked
Explore
Evidence for your next connection.
Independent measurements of remote MCP servers. Every observation has a timestamp.
Read-only probesMCP server · Code & DevOps
Deterministic failure depository for AI agents. Fixes runtime crashes with signed RFC 6902 patches.
5 failed · 8 not measured
Median of successful probes over 7 days
Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.
Tool definitions returned by this server
Independent monitoring
Responded
The server completed its last measured handshake. This is an observation, not a guarantee.
Last checked| Test area | Passed | Failed | Unmeasured |
|---|---|---|---|
ConnectionCan a client connect and discover tools? | 4 | 1 | 0 |
Reliability & speedDoes it respond consistently and quickly? | 0 | 0 | 4 |
Access & authenticationWhat is required to use this server? | 1 | 0 | 2 |
Tool qualityAre the tool definitions usable by an agent? | 2 | 2 | 0 |
Publisher identityCan the publisher be traced to its source? | 2 | 2 | 2 |
Unmeasured means there is not enough evidence to decide. How these checks work
Start using FMagenticL
Choose your client, copy the configuration, then enable the server in your client’s MCP settings.
Run this command in your terminal, then restart Claude Code.
Claude Code
claude mcp add --transport http fmagenticl https://fmagenticl-registry.pages.dev/mcpCapabilities
Resolve and prepare a deterministic patch for application. Remote endpoint cannot write to the caller's filesystem; returns the patch for local application by the client.
DiscoveredQuery collective friction advisories and verified community workarounds for a specific target package or infrastructure tool. Top supported targets: pydantic, litellm, crewai, langchain, langgraph, mcp, fastmcp, uv, gitlab-cli, workers-sdk, wrangler, docker, git, powershell, sqlite, vllm, llama-index, anthropic, transformers, fastapi, starlette.
DiscoveredReport ACK (patch resolved the failure) or NACK (patch failed or stale). Three consecutive NACKs quarantine the patch.
DiscoveredSubmit a verified self-healing patch to the registry.
DiscoveredDeterministic sub-100ms lookup of a signed patch or verified workaround for an agent execution error. Accepts raw error traceback / exception strings (raw_error), package/tool names (target), or pre-computed SHA-256 fingerprints (fingerprint). Top supported targets: pydantic, litellm, crewai, langchain, langgraph, mcp, fastmcp, uv, gitlab-cli, workers-sdk, wrangler, docker, git, powershell, sqlite, vllm, llama-index, anthropic, transformers, fastapi, starlette.
DiscoveredSubmit a structured infrastructure friction report with a verified workaround. Workaround is mandatory.
DiscoveredRecent measurements
| Checked | Result | Response | Tools |
|---|---|---|---|
| Connected | 91 ms | 6 |