BayesCore
Maintained
33 linking domains
Emerging
- For
- Developers running AI agents with MCP tools who need tool outputs verified before the agent acts.
- Activity
- Maintainedsite updated 4 months ago
- Used for
- gate MCP tool outputs with calibrated confidence
- block contradicted tool results before the agent acts
- reproduce calibration benchmarks on text-to-SQL tasks
- Publishes llms.txt, a file written for AI assistantsbayescore.com ↗
- Launched on Product Hunt on May 22, 2026Product Hunt ↗
Figure and bar: visits/mo, estimate · year: online since
- #1
MablMCP · sign-in
Runs automated web, mobile and API tests that maintain themselves and report pass or fail verdicts for releases.
3.5kActiveContact sales2017 - #2
GoCodebookMCP · open
Answers California building code, zoning and real estate questions with citations to the original statute or ordinance text.
2.4kActiveFrom $15/mo - #3
CLSkills Hub
Provides 120 prompt patterns and workflow templates for writing, coding, and decision-making with Claude.
222ActiveFrom $19 once - #4
AgentCatMCP · sign-in
Replays every tool call and request in agent sessions on MCP servers, groups sessions by goal, and flags errors per tool.
220ActiveFrom $160/mo - #5
Context Mode
Folds test, build and log output before a coding agent's model reads it, archiving the full text for later lookup.
208ActiveFrom $49/mo - #6
HooklistenerMCP · sign-in
Captures and replays webhook requests so a coding agent over MCP or CLI can inspect payloads and verify fixes.
196MaintainedFrom $12/mo
Not it? Say what you need
betaThree tools from the Atlas for the job you describe, each with what fits and what does not.
No notes yet. What do you use BayesCore for?
Sign in to leave a noteWhat is BayesCore?
Sits between an AI agent and its MCP tool servers, scoring each tool output for grounding and consistency and blocking contradictions. It is listed in the Atlas under Developer tools.
Who is BayesCore for?
Developers running AI agents with MCP tools who need tool outputs verified before the agent acts.
Do people use BayesCore?
Emerging.
Is BayesCore still maintained?
Maintained: site updated 4 months ago.
What are alternatives to BayesCore?
In Developer tools, by use: Mabl, GoCodebook, CLSkills Hub, AgentCat, Context Mode, Hooklistener.
How we read a tool
No votes, no reviews, no vendor claims. Every week a crawler reads each tool's own site and a few public registries, and the words on the card are bands over what it read.
- Use: visits to the site (estimated), installs from npm and PyPI, presence in Chrome's usage report.
- Activity: the newest release on GitHub, npm or PyPI; the newest dated page on the site; open roles on a public jobs board.
- Price: the vendor's own pricing page, read with the date. A figure is printed only when it is on that page.
- The line and the use cases are written by us from the homepage, one tool at a time, and refused when they repeat the vendor's marketing.
How AI assistants read each site — the reading vendors ask us about — is on each tool's own visibility page.
How we read every tool → · By INITE Atlas Desk
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