wolfram-alpha-mcp-server-xiaomayisjh

An MCP server package intended to provide Wolfram Alpha query/answer capabilities to MCP-capable agents by exposing Wolfram Alpha functions as MCP tools.

Evaluated Apr 04, 2026 (17d ago)
Homepage ↗ Repo ↗ Ai Ml mcp wolfram-alpha math computation ai-agents tooling
⚙ Agent Friendliness
36
/ 100
Can an agent use this?
🔒 Security
48
/ 100
Is it safe for agents?
⚡ Reliability
25
/ 100
Does it work consistently?

Score Breakdown

⚙ Agent Friendliness

MCP Quality
50
Documentation
35
Error Messages
0
Auth Simplicity
50
Rate Limits
20

🔒 Security

TLS Enforcement
80
Auth Strength
40
Scope Granularity
20
Dep. Hygiene
50
Secret Handling
50

No repository-level security evidence was provided. TLS enforcement cannot be fully verified; many integrations assume HTTPS to Wolfram Alpha. Auth strength and secret handling are unknown; Wolfram Alpha API keys (if used) must be protected from logs and prompt/tool output.

⚡ Reliability

Uptime/SLA
0
Version Stability
40
Breaking Changes
30
Error Recovery
30
AF Security Reliability

Best When

You want an agent to call Wolfram Alpha as a tool for on-demand computation and structured results.

Avoid When

You need guaranteed auth/rate-limit semantics, audited security posture, or robust operational documentation (not evidenced here).

Use Cases

  • Math, algebra, calculus, and symbolic/numeric computations via agent tool calls
  • Fact-finding and lightweight research-style queries using Wolfram Alpha
  • Integrating computational knowledge into agent workflows (e.g., planning + verification)

Not For

  • Production-grade financial/medical/legal advice without human review
  • High-reliability systems that require documented SLAs and strong operational guarantees
  • Environments needing strict compliance commitments (not evidenced from provided data)

Interface

REST API
No
GraphQL
No
gRPC
No
MCP Server
Yes
SDK
No
Webhooks
No

Authentication

OAuth: No Scopes: No

No authentication details were provided in the supplied package information. Wolfram Alpha integrations typically require an API key, but this cannot be confirmed from the given data.

Pricing

Free tier: No
Requires CC: No

Pricing for Wolfram Alpha/API usage is not described in the provided data.

Agent Metadata

Pagination
none
Idempotent
False
Retry Guidance
Not documented

Known Gotchas

  • Agents may not automatically handle Wolfram Alpha result formats (e.g., multi-part outputs) without explicit tool-output parsing guidance.
  • If the tool does not clearly expose parameters/limits, agents may produce overly broad queries that increase latency/cost.

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Scores are editorial opinions as of 2026-04-04.

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