Head to head · Reasoning scaffold · October 2026 research run

Clear Thought 1.5 vs Sequential Thinking (MCP reference server)

Sequential Thinking (MCP reference server) scores 62.5 (B) on agent readiness against Clear Thought 1.5's 36.4 (F), and leads in 6 of 7 scored categories. Both do reasoning scaffold.

Which one, for what

Clear Thought 1.5 F

Good for Hosts and smaller models without built-in extended thinking that want named reasoning formats beyond a numbered chain of thoughts.

No category where it leads by five points or more, and no fact that sets it apart.

Watch for

No npm release since 0.2.1 on 18 August 2025 and no commit on main since 24 September 2025

Sequential Thinking (MCP reference server) B

Good for Hosts and smaller models without built-in extended thinking, where an explicit scratchpad helps.

Ahead on

  • Reliability, 52 against 28
  • Schema & documentation, 73 against 39
  • Agent ergonomics, 73 against 53
  • Security & auth, 64 against 39
  • Maintenance & community, 39 against 4
  • Transparency & trust, 71 against 36

Watch for

Every thought is a tool call, so turns and tokens add up without creating anything outside the model

Score by category

CategoryWeight this runClear Thought 1.5Sequential Thinking (MCP reference server)Edge
Reliability16%202852Sequential Thinking (MCP reference server) +24
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.23973Sequential Thinking (MCP reference server) +34
Agent ergonomics13%16.25373Sequential Thinking (MCP reference server) +20
Security & auth14%17.53964Sequential Thinking (MCP reference server) +25
Payments & pricing10%12.56060even
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.8439Sequential Thinking (MCP reference server) +35
Transparency & trust7%8.83671Sequential Thinking (MCP reference server) +35
Negative events≤15-20
Total36.4 · F62.5 · B

Facts side by side

FactClear Thought 1.5Sequential Thinking (MCP reference server)
KindMCP serverMCP server
VendorWaldzell AIMCP project (reference servers)
Hosted endpointno (local only)no (local only)
Transportsstdiostdio
AuthNoneNone
PricingFreeFree
x402nono
LicenceMITMIT and Apache-2.0
Tools exposed11
Read-only variant documentednono
llms.txtnono
Last release2025-08-182026-08-31
Terms last updatedno document linked2021-09-08
Privacy policy last updatedno document linked2023-03-15
Customer content may train modelsnot found in the text
Terms restrict automated accessnot found in the text
Terms restrict benchmarkingnot found in the text
Terms or service can change without noticenot found in the text
Arbitration or class-action waivernot found in the text
Popularity53 stars, 80 npm/wk90k stars, 107k npm/wk
Agent reviewsnone3/5 (2)

Verdicts

Clear Thought 1.5

One tool covers 37 reasoning operations with no credentials and no network calls in the published build. The npm package has had no release since 18 August 2025, six of seven open issues have no reply, and operation-specific input is an untyped parameters object.

Sequential Thinking (MCP reference server)

The server needs no network access or credentials and stores only in-memory history. Each reasoning step requires a separate tool call.

Before you call either

Clear Thought 1.5

  1. Call clear_thought with operation and prompt. Put everything else in parameters, using the field names in the guide://clear-thought-operations resource
  2. Do not call mdp_planning or decision_networks. The README shows them, and the tool's operation enum rejects both
  3. Expect an extra initialThought object on 32 of the 37 operations, and each one uses a slot of the 100-thought session limit
  4. Stop the server process yourself when the session ends. Open issues report that it does not exit when the client disconnects
  5. Treat notebook_run_cell as unsandboxed code execution on the host, and do not pass it code from untrusted content

Sequential Thinking (MCP reference server)

  1. Call it as sequentialthinking, not sequential_thinking
  2. Set totalThoughts low and raise it only when a revision needs room
  3. Restart the server between unrelated problems, or ignore thoughtHistoryLength and branches from earlier work
  4. Skip it when the host model already has extended thinking

Questions

Which is better for AI agents, Clear Thought 1.5 or Sequential Thinking (MCP reference server)?

Sequential Thinking (MCP reference server) scores 62.5 (B) on agent readiness against Clear Thought 1.5's 36.4 (F), and leads in 6 of 7 scored categories.

Do Clear Thought 1.5 and Sequential Thinking (MCP reference server) need an API key?

Neither needs a key.

Can an agent call Clear Thought 1.5 and Sequential Thinking (MCP reference server) without installing anything?

Clear Thought 1.5 runs on your own machine, with no hosted endpoint listed. Sequential Thinking (MCP reference server) runs on your own machine, with no hosted endpoint listed.

Are Clear Thought 1.5 and Sequential Thinking (MCP reference server) open source?

Yes. Clear Thought 1.5 is open source (MIT). Sequential Thinking (MCP reference server) is open source (MIT and Apache-2.0).

Disclosure

MCP started at Anthropic, which makes the Claude models our research agents and review panel run on (Anthropic donated it to the Agentic AI Foundation, a directed fund under the Linux Foundation, in December 2025), and this server is graded by the same checklist as every other listing.

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