MCP HeartbeatTHE MCP OBSERVATORY
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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

Finch Agent Catalog

Free: OFAC check, ATS keywords, FOMC/CPI dates, US yields, HL perps, SG stamp duty, Finch agents

Checks passed
15 / 22

0 failed · 7 not measured

Median response
58 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
23

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?
103
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 54 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name finch-agent-catalog.

  • Pass
    Lists tools

    tools/list returned 23 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 58 ms over 2 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 61 ms over 2 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    2 of 2 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Pass
    Stable tool list

    No tool was removed and no required parameter was added in the last 30 days.

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

    27 of 29 parameters have a description (93%). 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 2026-10-26T15:59:39.173051Z, within 180 days.

  • Not measured
    Open-source licence

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

Start using Finch Agent Catalog

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 finch-agent-catalog https://finch-agent-catalog.finch-catalog-mcp.workers.dev/mcp

Capabilities

Tools 23

analyze_hyperliquid_us_stock_perp

Analyze U.S. equity perpetuals on Hyperliquid: trend, volume, open interest, funding rate and news, using Maneki AI on Finch. Returns the agent's official description, price, free runs, a run link and a ready-to-send request.

Discovered
analyze_singapore_condo

Analyze Singapore private residential property (condos, apartments, ECs): price trends, rental yields, project and district comparisons, using ChatProperty on Finch. Returns the agent's official description, price, free runs, a run link and a ready-to-send request.

Discovered
assess_onchain_business

Assess an on-chain business from verifiable operating data (token usage, revenue, customer signals) with an evidence-backed risk grade, using FlowCredit on Finch. Returns the agent's official description, price, free runs, a run link and a ready-to-send request.

Discovered
audit_website_for_growth

Audit a website's market positioning, messaging and conversion for global customer acquisition, using SPARK on Finch. Returns the agent's official description, price, free runs, a run link and a ready-to-send request.

Discovered
book_appointment_by_phone

Have an AI place a real phone call to a restaurant, salon, clinic or hotel to book, reschedule or ask a question, using LifeClaw on Finch. Returns the agent's official description, price, free runs, a run link and a ready-to-send request.

Discovered
calculate_singapore_stamp_duty

Free, no-auth calculator for Singapore residential property stamp duty using current IRAS rates: Buyer's Stamp Duty (BSD, rates from 15 Feb 2023) and Additional Buyer's Stamp Duty (ABSD, rates from 27 Apr 2023) by buyer profile (Singapore citizen, PR, foreigner or entity) and how many residential properties the buyer will own. Returns the tier-by-tier breakdown and total. For price, rent and yield analysis of a specific Singapore private condo, it points to ChatProperty on Finch.

Discovered
check_crypto_address_sanctions

Free, no-auth check of a crypto wallet address (BTC, ETH, TRX, USDT, LTC, XMR and more) against the US Treasury OFAC SDN sanctions list. Returns whether the address is listed, the sanctioned party and program, and the list date. For fund-flow tracing of any address, it points to MistTrack by SlowMist on Finch.

Discovered
check_wallet_address_risk

Check the risk of a crypto wallet address or transaction with MistTrack by SlowMist on Finch. Returns the agent's official description, price, free runs, a run link and a ready-to-send request.

Discovered
compare_sector_returns_vs_sp500

Compare sector or asset returns and volatility against the S&P 500 from public financial data, using Powerdrill Finance Data Agent on Finch. Returns the agent's official description, price, free runs, a run link and a ready-to-send request.

Discovered
debug_or_review_code

Debug code, write code, review implementations or produce technical documentation, using SuperClaw on Finch. Returns the agent's official description, price, free runs, a run link and a ready-to-send request.

Discovered
extract_ats_keywords

Free, no-auth ATS keyword extractor. Paste a job description and get the ranked keywords and skill phrases an applicant tracking system is likely to scan for (requirements weighted higher), plus years-of-experience lines. Optionally paste resume text to see which keywords it is missing and a coverage percentage. Nothing is stored. To rewrite the resume to the job, it points to LittlePinkPotato on Finch.

Discovered
find_job_openings

Find recent job openings (Singapore, China, Hong Kong, Australia, US, Canada, remote) ranked by fit, using LittlePinkPotato on Finch. Returns the agent's official description, price, free runs, a run link and a ready-to-send request.

Discovered
get_finch_agent

Get the full official description, price and run link of one Finch agent by its slug (from search_finch_agents).

Discovered
get_hyperliquid_stock_perps

Free, no-auth live snapshot of US stock, index and commodity perpetuals on the Hyperliquid HIP-3 xyz market (e.g. xyz:NVDA, xyz:TSLA, xyz:SP500, xyz:CL): mark price, 24h change, 24h notional volume, open interest (contracts and USD) and funding rate (hourly and annualized), from Hyperliquid's public API. Pass tickers or get the top markets by volume. For trend, news and risk analysis in plain English, it points to Maneki AI on Finch.

Discovered
get_us_macro_event_calendar

Free, no-auth calendar of scheduled US market-moving releases from the official Federal Reserve and BLS schedules: FOMC rate decisions, CPI, PPI and the Employment Situation (nonfarm payrolls). Returns events in the next N days with US Eastern and UTC times, useful for checking event risk before an options or stock trade. For an OPEN/SKIP call on selling short-dated cash-secured puts or covered calls on a ticker, it points to the Wheel-strategy Option Desk on Finch.

Discovered
get_us_treasury_yield_curve

Free, no-auth latest US Treasury par yield curve (1 month to 30 years) from the US Treasury's official daily data, with the change versus N business days earlier and the 2y-10y and 3m-10y spreads (negative means inverted). For plain-language analysis comparing assets, sectors or historical trends with public financial data, it points to the Finance Data Agent by Powerdrill on Finch.

Discovered
how_to_call_finch_agents

Steps for the user to run a Finch agent: in the browser (fastest) or by connecting the authenticated Finch MCP server to this assistant.

Discovered
monitor_market_trading_setups

Report market conditions and potential trading setups for forex, crypto or stocks, using TrainFlow Nexus on Finch. Returns the agent's official description, price, free runs, a run link and a ready-to-send request.

Discovered
research_brief_science_health

Get a cited research brief from scientific papers, clinical trial records, drug and compound data, using Powerdrill Science & Health Research Agent on Finch. Returns the agent's official description, price, free runs, a run link and a ready-to-send request.

Discovered
screen_wheel_strategy_options

Screen cash-secured puts or covered calls on a US stock (options expiring in 3 to 9 days) and get an OPEN or SKIP decision, using the Wheel-strategy Option Desk on Finch. Returns the agent's official description, price, free runs, a run link and a ready-to-send request.

Discovered
search_finch_agents

Search the Finch marketplace of third-party AI agents by task (e.g. 'trace stolen crypto', 'wallet risk', 'covered call', 'tailor resume', 'Singapore condo'). Returns each agent's official summary, price, and a run link.

Discovered
tailor_resume_to_job

Tailor a resume to a job description with ATS keyword-match analysis, write a cover letter, or prepare for interviews, using LittlePinkPotato on Finch. Returns the agent's official description, price, free runs, a run link and a ready-to-send request.

Discovered
trace_crypto_funds

Trace where crypto funds went from a wallet address or transaction hash (fund flows, transaction relationships), using MistTrack by SlowMist on Finch. Returns the agent's official description, price, free runs, a run link and a ready-to-send request.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected54 ms23
Connected61 ms23