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

Read-only probes

MCP server · Code & DevOps

BioCosm

Biotech intelligence for AI agents: drugs, targets, diagnostics, PoS estimates, and writeups.

Checks passed
11 / 22

3 failed · 8 not measured

Median response
377 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
13

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?
310
Publisher identityCan the publisher be traced to its source?
222

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 377 ms.

  • Pass
    Valid handshake

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

  • Pass
    Lists tools

    tools/list returned 13 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 377 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 377 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

    18 of 18 parameters have a description (100%). The bar is 80%.

  • Fail
    Safety hints

    13 tools set neither readOnlyHint nor 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.

  • Fail
    Source repo linked

    No repository URL is on file.

  • Fail
    Repo owner matches

    The GitHub repository owner does not match the namespace login.

  • Pass
    Recently updated

    Updated 2026-06-17T21:22:46.752294Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using BioCosm

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 biocosm https://biocosm-mcp.fly.dev/mcp

Capabilities

Tools 13

find_by_phase

List drugs/diagnostics at a specific clinical phase.

Discovered
find_by_target

Find all drugs that target a specific gene/protein.

Discovered
find_related

Find nodes connected to a given node. Three relationship types are derived on-the-fly: - "drug_target": for a drug, the targets it hits (and vice versa for a target node, the drugs that hit it) - "same_company": drugs sharing a company with this node - "same_target_class": drugs with the same mechanism_class

Discovered
get_company_portfolio

Get a company's full drug/diagnostic portfolio from BioCosm.

Discovered
get_coverage

Report BioCosm's actual data coverage so you never mistake missing data for a real-world zero. An empty or absent field on a node means "not in BioCosm's data," never a true zero. BioCosm is AI-generated and may contain errors.

Discovered
get_node

Get full details for a single BioCosm node: identity and all name aliases, classification, gene targets and mechanism, therapeutic areas, companies, revenue history where available (sparse: ~100 drugs, mostly blockbusters, as annualized quarterly estimates; source links when present), probability-of- success predictions for pipeline drugs (with confidence intervals and contributing factors), structured clinical trial outcomes, external cross-references, and writeup availability. Empty fields mean "not in BioCosm's coverage," NOT zero or absent in reality.

Discovered
get_node_freshness

Get freshness details for a single node: writeup age, enrichment hash match, staleness score, validation score.

Discovered
get_pos_score

Get the Probability of Success estimate for a node, including the base rate, adjustment factors with reasoning, confidence interval, and model version. Returns None for nodes without a PoS score (typically only late-stage pipeline drugs are scored).

Discovered
get_staleness_report

Get writeup staleness report: overall stats, top stale nodes, data source freshness.

Discovered
get_stats

Get a high-level overview of the BioCosm database: total nodes, writeups, companies, breakdowns by type/status/domain, validation scores, and recent pipeline runs.

Discovered
get_writeup

Get the full writeup for a BioCosm node, including all sections, citations, structured data, and validation score.

Discovered
list_by_therapeutic_area

List all nodes in a given therapeutic area.

Discovered
search_nodes

Search BioCosm nodes by name, gene symbol, target, therapeutic area, or company. Results are ranked: exact name/brand matches first, then partial name matches, with a node-type prior (canonical drug/diagnostic nodes rank above gene-target nodes, which rank above ChEMBL salt-form duplicates). Nodes matched only via description/company/area rank last. Each result includes a `name` field for disambiguation.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected377 ms13