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Evidence for your next connection.

Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · Code & DevOps

io.github.assafbar2/agentswitchboard

Search a curated directory of 800+ AI agents, MCP servers, and agentic tools.

Checks passed
14 / 22

0 failed · 8 not measured

Median response
2474 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
7

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
400
Publisher identityCan the publisher be traced to its source?
402

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 2474 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name agentswitchboard.

  • Pass
    Lists tools

    tools/list returned 7 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 2474 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 2474 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Pass
    Parameters documented

    22 of 22 parameters have a description (100%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Not measured
    Website matches publisher

    This namespace is not a reverse domain, so the website comparison does not apply.

  • Pass
    Source repo linked

    A repository URL is on file.

  • Pass
    Repo owner matches

    The GitHub repository owner matches the namespace login.

  • Pass
    Recently updated

    Updated 2026-10-31T06:58:28.263996Z, within 180 days.

  • Not measured
    Open-source licence

    The GitHub licence lookup has not returned an OSI result yet.

Start using io.github.assafbar2/agentswitchboard

Connect to this server

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 io-github-assafbar2-agentswitchboard https://agentswitchboard.dev/api/mcp

Capabilities

Tools 7

alternatives_to

Listings that could stand in for one listing, strongest first, as on its /agents/<slug>/alternatives page. Each alternative is in the listing's main category, offers at least one of its access methods, and overlaps on what it does (shared skills and tags, rarer ones counting for more). Each comes with why: the access methods both offer and what they have in common. Up to 8. Fewer, or none, rather than a weak match. Also returns a link comparing the listing with its top two alternatives.

Discovered
compare_agents

Put 2 or 3 listings side by side, as the site's /compare page does. For each listing: the facts that set it apart from the others ("Only one with a CLI", "No auth required", "Most skills (12)"). Then one row per field, with each listing's value by slug: what it is, provider, official vendor, verified, access, auth, MCP server, CLI install, API base URL, skills, streaming, push, categories, tags, listed since. A row where every listing agrees has same: true. Facts from the listings' own data, never a verdict. A curated comparison of the same listings adds its intro line. Unknown or repeated slugs, and any past 3, are left out with a note.

Discovered
connect_bundle

One MCP client config to paste ({"mcpServers": …}, as Cursor and other MCP clients read it) for up to 10 listings, and how each one connects. A listing is in the config when its own docs give a hosted server address or a local command. An MCP server whose docs give neither comes with its setup guide, and setupPrompt asks a coding agent to set all of those up. A listing without an MCP server comes with its CLI install command, API address or docs. Also returns a claude mcp add command for each server in the config, for Claude Code, and the /stack link for the listings. Nothing is guessed: every address and command is copied from the vendor's docs, as on the listing's page.

Discovered
get_agent

Full detail for one agent by slug: skills, auth, streaming/push support, tags, provider links, and useItNow: how to start using it (MCP client config, install command, API base URL, setup links). Verified: we checked it works — its URLs load and its declared access (API, MCP, CLI or extension) responds. Re-checked monthly; the label drops if it stops working. Official: a first-party listing, published by the company behind the product under its own domain or GitHub org (e.g. Notion's own Notion MCP, not a community build), where that company is a major vendor (publicly traded, a frontier AI lab, or valued around $1B+). It records who publishes the product, not a paid placement, and is separate from Verified.

Discovered
list_categories

All directory categories with live agent counts. Slugs are valid inputs for search_agents.

Discovered
search_agents

Search the curated Agent Switchboard directory of AI agents, MCP servers, and agentic tools. Filter by task, category slug, access methods, official (first-party listings from major vendors), verified, and/or auth type; sort by relevance, newest, most skills, or name. Verified: we checked it works — its URLs load and its declared access (API, MCP, CLI or extension) responds. Re-checked monthly; the label drops if it stops working. Official: a first-party listing, published by the company behind the product under its own domain or GitHub org (e.g. Notion's own Notion MCP, not a community build), where that company is a major vendor (publicly traded, a frontier AI lab, or valued around $1B+). It records who publishes the product, not a paid placement, and is separate from Verified.

Discovered
submit_listing

Suggest a new listing for the Agent Switchboard directory. This opens a PUBLIC GitHub issue that the maintainer reviews by hand; it does not publish anything. Use it only when the user asks to submit or list a product, after you show them the name, URL, and description you will send and they agree. Call search_agents first: if the product is already listed, tell the user instead. Limited to 5 submissions per hour per caller and one per URL per day. Not safe to retry blindly: each call that returns status "filed" opens a new issue.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected2474 ms7