Sato Hub

Observed, daily, by us

The reliability index

Which listed crypto agent tools actually answer when checked every day?

The share of our own daily checks each listing answered, which is not uptime: over at least 14 days, 272 of 365 answered every one and 34 answered under 80%, as of 2026-09-20.

Every listing is checked once a day — an MCP handshake where there is an endpoint, a plain HTTP reach otherwise. This is the share of those checks that succeeded, ranked, for every listing with at least 14 days of record.

ranked
365
listings with ≥14 days
100%
272
answered every check
≥95%
289
of established records
<80%
34
of established records
MCP-probed
59
answers a handshake
answers a call
13
of 15 asked one read-only tool
answers, advertises nothing
11
handshake succeeds, tool list comes back empty — an agent that finds these sees nothing it can call
install ✓
77
reproduced in a container

How to read this

  • This is not uptime. It is the share of our checks that succeeded. A failed check can be their outage, our runner, or the network — only the first is a fact about the project, and we only started recording which was which on 2026-09-01.
  • An MCP handshake is strong evidence; an HTTP reach is weak. A parked domain answers HEAD. A tools/list response cannot be faked by a parked domain.
  • “Answers a call” is a stronger fact than “answers a handshake”. Each MCP server is asked one read-only call a day, picked from its own tool list: a list_/get_/search_ name carrying no mutating verb anywhere in it (get_swap_quote is refused despite the prefix), taking no required arguments and declaring none that look like an address, a key or an amount. A dash means we did not ask — never that the server failed, and errored is not a verdict either: one common answer is a server telling us an argument it did not mark as required is in fact required, which is the server working.
  • Before 2026-09-01 a bot-block (HTTP 403) counted as a failure. Records spanning that date mix two definitions. Rows whose failures are all unattributable are shown but ranked last, marked not established.
  • ✓ install verified means the documented install and entry were reproduced in an ephemeral container by us, on the date shown. It says nothing about runtime safety.
Clear
#ListingChecks okDaysNowProbeCallToolsInstallSato Score
1AgentlyAPI / SDK · Base100%68/6868responding · 68dHTTP✓ verified 2026-09-0762
2AIBTC MCP ServerMCP · Bitcoin100%68/6868responding · 68dHTTP✓ verified 2026-09-1482
3AlchemyAPI / SDK · Ethereum, Base, Solana…100%68/6868responding · 68dHTTP✓ verified 2026-09-0783
4AlmanakAgent Framework · Multichain, Ethereum, Arbitrum…100%68/6868responding · 68dHTTP✓ verified 2026-09-0783
5Arcadia MCPMCP · Base, Optimism100%68/6868responding · 68dMCPempty✓ verified 2026-07-2176
6Bankless Onchain MCPMCP · Ethereum, Base, Multichain100%68/6868responding · 68dHTTP✓ verified 2026-09-0770
7BankrWallet Infrastructure · Base, Ethereum, Polygon…100%68/6868responding · 68dHTTP✓ verified 2026-09-1487
8Binance MCP Server (community)MCP · Multichain100%68/6868responding · 68dHTTP✓ verified 2026-07-2172
9Bitcoin MCP (Bortlesboat)MCP · Bitcoin100%68/6868responding · 68dHTTP✓ verified 2026-07-2181
10Bitget Agent HubMCP · Unknown100%68/6868responding · 68dHTTP✓ verified 2026-07-2166
11BlockRun MCPMCP · Base, Solana100%68/6868responding · 68dHTTP✓ verified 2026-09-0791
12Bybit Trading MCPMCP · Multichain100%68/6868responding · 68dHTTP✓ verified 2026-07-2182
13ElizaOSAgent Framework · Solana, Ethereum, Base…100%68/6868responding · 68dHTTP✓ verified 2026-09-0787
14Emblem Agent SkillsSkill Repo · Solana, Ethereum, Base…100%68/6868responding · 68dHTTP✓ verified 2026-09-0771
15EnsoAPI / SDK · Ethereum, Base, Arbitrum…100%68/6868responding · 68dHTTP✓ verified 2026-09-0770
16EVM MCP ServerMCP · Multichain100%68/6868responding · 68dHTTP✓ verified 2026-07-2163
17Fetch.ai uAgentsAgent Framework · Cosmos, Ethereum100%68/6868responding · 68dHTTP✓ verified 2026-09-0787
18GOAT SDKSkill Repo · Ethereum, Base, Solana…100%68/6868responding · 68dHTTP✓ verified 2026-09-0787
19Hedera MCPMCP · Unknown100%68/6868responding · 68dHTTP✓ verified 2026-07-2178
20Helius MCPMCP · Solana100%68/6868responding · 68dHTTP✓ verified 2026-07-2150
21Hyperliquid Python SDKAPI / SDK · Arbitrum, Multichain, Hyperliquid100%68/6868responding · 68dHTTP✓ verified 2026-09-0776
22Insumer MCP ServerMCP · Multichain100%68/6868responding · 68dHTTP✓ verified 2026-07-2181
23JupiterTrading Tool · Solana100%68/6868responding · 68dHTTP✓ verified 2026-09-1484
24MCP Reference ServersDeveloper Tool · Unknown100%68/6868responding · 68dHTTP✓ verified 2026-07-2173
25NeynarAPI / SDK · Base, Ethereum100%68/6868responding · 68dHTTP✓ verified 2026-09-0769
26Olas (Autonolas)Agent Framework · Ethereum, Gnosis, Base…100%68/6868responding · 68dHTTP✓ verified 2026-09-0787
27OpenServAgent Framework · Multichain100%68/6868responding · 68dHTTP✓ verified 2026-09-0771
28ParadexTrading Tool · Ethereum, Multichain100%68/6868responding · 68dHTTP✓ verified 2026-07-2155
29peaqAPI / SDK · Multichain100%68/6868responding · 68dHTTP✓ verified 2026-09-0768
30PMXTAPI / SDK · Multichain100%68/6868responding · 68dHTTP✓ verified 2026-07-2163
31PrivyWallet Infrastructure · Ethereum, Base, Solana…100%68/6868responding · 68dHTTP✓ verified 2026-09-0783
32PRXVTSecurity Tool · Ethereum, Base, Polygon100%68/6868responding · 68dHTTP✓ verified 2026-07-2168
33RaydiumTrading Tool · Solana100%68/6868responding · 68dHTTP✓ verified 2026-07-2195
34Rootstock MCP ServerMCP · Bitcoin100%68/6868responding · 68dHTTP✓ verified 2026-07-2164
35Solana Agent KitSkill Repo · Solana100%68/6868responding · 68dHTTP✓ verified 2026-09-0776
36Surf (asksurf.ai)Skill Repo · Multichain100%68/6868responding · 68dHTTP✓ verified 2026-09-0774
37TradeRouter MCPMCP · Solana100%68/6868responding · 68dHTTP✓ verified 2026-09-1461
38Trust Wallet Agent Kit (TWAK)Wallet Infrastructure · Ethereum, Base, Solana…100%68/6868responding · 68dHTTP✓ verified 2026-09-0787
39TurnkeyWallet Infrastructure · Ethereum, Base, Solana…100%68/6868responding · 68dHTTP✓ verified 2026-09-0783
40Universal Contract AI Interface (UCAI)Developer Tool · Multichain100%68/6868responding · 68dHTTP✓ verified 2026-07-2176
41Universal Crypto MCPMCP · Multichain100%68/6868responding · 68dHTTP✓ verified 2026-09-1461
42VeChain MCP ServerMCP · Unknown100%68/6868responding · 68dHTTP✓ verified 2026-07-2171
43Virtuals ProtocolAgent Launchpad · Base, Solana, Robinhood Chain100%68/6868responding · 68dHTTP✓ verified 2026-09-0778
44Web3 Research MCPMCP · Unknown100%68/6868responding · 68dHTTP✓ verified 2026-07-2174
45World AgentKitAPI / SDK · Base100%68/6868responding · 68dHTTP✓ verified 2026-09-0786
46x402API / SDK · Base, Ethereum, Multichain…100%68/6868responding · 68dHTTP✓ verified 2026-09-0786
47ZerionData Tool · Ethereum, Base, Arbitrum…100%68/6868responding · 68dHTTP✓ verified 2026-09-0785
48AvantisTrading Tool · Base100%63/6363responding · 63dHTTP✓ verified 2026-07-2149
49BlindPayAPI / SDK · Multichain100%63/6363responding · 63dHTTP✓ verified 2026-09-1468
50Indigo Protocol Cardano MCPMCP · Unknown100%63/6363responding · 63dHTTP✓ verified 2026-07-2158
51FlaunchAPI / SDK · Base100%63/6363responding · 63dHTTP✓ verified 2026-09-1477
52GAME SDK (Virtuals Protocol)Agent Framework · Base100%63/6363responding · 63dHTTP✓ verified 2026-07-2164
53graph-aave-mcpData Tool · Ethereum, Base, Arbitrum…100%63/6363responding · 63dHTTP✓ verified 2026-07-2169
54Klever MCPMCP · Unknown100%63/6363responding · 63dMCPanswered 215ms16✓ verified 2026-09-1476
55Lighter MCPTrading Tool · Ethereum100%63/6363responding · 63dHTTP✓ verified 2026-07-2156
56Metaplex Agent Kit (mpl-agent)Wallet Infrastructure · Solana100%63/6363responding · 63dHTTP✓ verified 2026-07-2159
57MistTrack MCPSecurity Tool · Ethereum, Bitcoin, Polygon…100%63/6363responding · 63dHTTP✓ verified 2026-07-2163
58Usenami Funding MCPTrading Tool · Base, Hyperliquid100%63/6363responding · 63dHTTP✓ verified 2026-09-0753
59OphisDeFi Tool · Ethereum, Optimism, BNB Chain…100%63/6363responding · 63dHTTP✓ verified 2026-07-2165
60Safe Wallet MCP (safer)Wallet Infrastructure · Ethereum, Base, Polygon…100%63/6363responding · 63dHTTP✓ verified 2026-09-1454
61Self ProtocolSecurity Tool · Multichain100%63/6363responding · 63dHTTP✓ verified 2026-07-2180
62Squads MCPMCP · Solana100%63/6363responding · 63dHTTP✓ verified 2026-07-2154
63Q402 (Quack AI)Wallet Infrastructure · BNB Chain, Ethereum, Avalanche…100%18/1818responding · 18dHTTP✓ verified 2026-09-1477
64Blockchain Academics MCPMCP · Multichain98.4%62/6363responding · 2dHTTP✓ verified 2026-07-2158
65eth-mcpMCP · Ethereum96.8%61/6363responding · 1dHTTP✓ verified 2026-09-1454
66PrintrAPI / SDK · Base, Solana, BNB Chain…87.3%55/6363unreachable · 8dHTTP✓ verified 2026-07-2164
67Purple Flea WalletWallet Infrastructure · Multichain54%34/6363unreachable · 19dHTTP✓ verified 2026-09-1442
68Nodit MCP ServerMCP · Multichain7.4%5/6868failing · 19dMCP✓ verified 2026-07-2169
69Deside MCPMCP · Solana1.6%1/6363failing · 19dMCP✓ verified 2026-09-1455
70DaydreamsAgent Framework0%0/6868unreachable · 19dHTTP✓ verified 2026-09-0751
71Drift ProtocolTrading Tool · Solananot established67/6868responding · 41dHTTP✓ verified 2026-07-2181
72Mina MCP ServerMCPnot established64/6868responding · 63dMCPempty✓ verified 2026-07-2168
73Orderly NetworkAPI / SDK · Multichain, Ethereum, Arbitrum…not established64/6868responding · 22dHTTP✓ verified 2026-09-0769
74BNB Chain MCPMCP · BNB Chainnot established19/6868responding · 19dHTTP✓ verified 2026-09-0781
75Coinbase AgentKitDeveloper Tool · Base, Ethereum, Multichainnot established19/6868responding · 19dHTTP✓ verified 2026-09-0788
76CryptoQuant MCPMCP · Multichainnot established19/6868responding · 19dHTTP✓ verified 2026-07-2157
77DefiLlamaData Tool · Ethereum, Base, Solana…not established19/6868responding · 19dHTTP✓ verified 2026-09-0775

Take the data: JSON · CSV (CC-BY) — columns observed_success_pct, observed_days, install_verified_at. Over MCP: search_resources(min_observed_success).

What 101 days of snapshots say

One snapshot per listing per day since the series began, 387 listings. A listing enters a table only if it was Active at its first snapshot and has been observed for the full window — otherwise it is excluded, not counted as surviving.

Stopped being Active within

WindownNo longer ActiveShare
30 days952425.3%
60 days953132.6%
90 days461021.7%

Active = a commit, release or post within 30 days — the liveness badge's rule, applied on the snapshot's own date. Leaving Active is the event; whether it later becomes Quiet (>90d) or Dormant (>1y) takes longer than most of this record.

Still Active at day 90, by feature

FeatureWith (n)Without (n)
Has an MCP endpointinsufficient (n<20) (0)78.3% (46)
Install reproduced in a container78.3% (23)78.3% (23)
≥3 provenance-stamped fields79.1% (43)insufficient (n<20) (3)

Association, not cause. Listings that already had an MCP endpoint, a verified install or rich provenance were also the ones with more engaged maintainers; the table cannot separate the two.

Still Active at 30 / 60 / 90 days, by cohort month

A cohort is the month a listing entered our snapshot series — not the project's age. Of the listings Active at their first snapshot, the share still Active N days later. A listing not yet observed for the full N days is excluded from that column, not counted either way — so a young cohort fills in from the left as the record lengthens.

CohortEnteredActive at first snapshotDay 30 (n)Day 60 (n)Day 90 (n)
2026-061324680.4% (46)78.3% (46)78.3% (46)
2026-072414969.4% (49)57.1% (49)not yet observed
2026-0820not yet observednot yet observednot yet observed
2026-09123not yet observednot yet observednot yet observed

Association, not cause. The cohort is the month a listing entered OUR snapshot series, not the project's age; "Active" is our liveness rule (activity within 30 days on the snapshot's own date), not the project's word. A listing not observed for the full window is excluded, not counted either way.

As of 2026-09-20. Source: resource_snapshots, computed by lib/cohorts.ts; the series itself is the paid-depth layer and is not in the free export.

Questions people ask about the reliability index

Which crypto MCP servers and tools answer most reliably?
Of 365 listings with at least 14 days of record, 272 answered every check, 289 answered at least 95% and 34 fell under 80%. The full ranked table is on this page, each row with its record length and probe method.
Is this uptime?
No, and it is deliberately not called that. It is the share of OUR daily checks that succeeded. A failure can be their outage, our runner or the network in between, and only the first is a fact about the project — which is why the figure describes a check rather than someone else's availability.
How strong is the evidence behind a row?
It varies, and the row says which. 59 listings are checked with a real MCP initialize-and-tools/list handshake, which a parked domain cannot fake; the rest are a plain HTTP reach, which is weak evidence that anything useful is running. 77 also had their documented install reproduced in a container.
Why are some records marked not established?
Because before 2026-09-01 a bot-block counted as a failure, so records spanning that date mix two definitions. Rows whose failures are all unattributable are shown but ranked last rather than quietly scored as if they had failed.

Sources — the protocol the strong checks speak

Cite this page

Sato Hub. "Sato Hub reliability index." Sato Hub, updated 2026-09-21, accessed 2026-09-21. https://satohub.ai/reliability

Data last refreshed 2026-09-21; this page is rebuilt daily. Citations carry the date so a reader can tell which snapshot a claim came from. Catalog data is licensed CC-BY-4.0.

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