Atlas entry
www. ia- qa. com
153 capabilities over MCP. First atlas observation.
153 tools. 12 only read. 79 only compute. 3 change records. 1 calls other services. 58 have no reading.◇
AI reading, beta. side-effects v1 on claude-haiku-5.5, calibrated on MCP (golden-3). Only readings above a measured precision count. Counts are tools, not calls: no tool was called.
AI readings summary · beta
The service lists 153 tools, and 41 have AI readings.
create_confluence_page and webhook_endpoint_create are read as creating records.
7 tools are read as read-only, including model_info, get_testing_guidelines and search_jira_issues.
Written by code from the AI readings on this page: it groups them and says nothing they do not.
What an agent can do here
AI readings, beta · Readings on 95 of 153 MCP tools.
Moves money
0
No tool read this way.
Deletes or cancels records
0
No tool read this way.
Sends messages to people
0
No tool read this way.
Changes permissions
0
No tool read this way.
Runs code
0
No tool read this way.
Should ask a person first
0
No tool read this way.
No counted reading 58 tools No reading was counted, so any effect above is possible for them: analyze_diff_bugs, bias_detect, calculate_readability, color_convert, compare_responses, context_window_check, conversation_analyze, cookie_security_audit, cors_checker, cors_test and 48 more.
What changed
First atlas observation. Atlas history
Look first
AI reading, beta: AI adds items here; it never removes one.
No tool is read as one of the six effects. A zero is a count, not a clearance.
Surfaces
5 protocols checked
| ARD | Not found | No document retrieved |
|---|---|---|
| A2A | Not found | 0 skills |
| MCP | Valid | 2026-07-28 · 153 tools · resources not advertised · prompts not advertised |
| OpenAPI | Not detected | 0 operations |
| WebMCP | Not detected | 0 declarative form tools · experimental |
Exact states and meaning
- ARDabsent
Exact state: not found · No document retrieved
The supported discovery location returned no matching document.
Not found does not prove the service exposes no such interface elsewhere.
Not observed / not fetched
- A2Aabsent
Exact state: not found · 0 skills
The supported discovery location returned no matching document.
Not found does not prove the service exposes no such interface elsewhere.
Not observed / not fetched
- MCPobserved
Exact state: valid · Revision 2026-07-28 · 153 tools · resources not advertised · prompts not advertised
A usable protocol document was retrieved and validated.
Directly observed
- OpenAPIabsent
Exact state: not detected · 0 operations
No endpoint was established from the evidence and scope that InterfaceDelta inspected.
Not detected does not prove that no endpoint exists.
Not observed / not fetched
- WebMCPabsent
Exact state: not detected · 0 declarative form tools · experimental
No named declarative WebMCP form tools were observed in the origin root HTML.
Script-registered tools and other pages are not observed, so this does not mean the site has no WebMCP tools.
Not observed / not fetched
Capabilities
Showing 153 of 153.
| Tool and inputs | ◇ AI reading, beta · confidence | ||||||
|---|---|---|---|---|---|---|---|
| Read as none of the six 95 Not a clearance. | |||||||
| variant_a*, variant_b* | Computes only, changes nothing0.84 | ||||||
| |||||||
| reference, responses* | Computes only, changes nothing0.80 | ||||||
| |||||||
| input* | Computes only, changes nothing0.83 | ||||||
| |||||||
| input* | Computes only, changes nothing0.93 | ||||||
| |||||||
| b, documents*, k1, query* and 1 more | Computes only, changes nothing0.80 | ||||||
| |||||||
| chunks*, cite_sources, language, max_context_tokens and 2 more | Computes only, changes nothing0.85 | ||||||
| |||||||
| input*, to* | Computes only, changes nothing0.92 | ||||||
| |||||||
| background*, foreground* | Computes only, changes nothing0.80 | ||||||
| |||||||
| models* | Reads only0.85 | ||||||
| |||||||
| check_facts, responses* | Computes only, changes nothing0.86 | ||||||
| |||||||
| expected_conclusion, reasoning* | Computes only, changes nothing0.80 | ||||||
| |||||||
| input*, language | Computes only, changes nothing0.90 | ||||||
| |||||||
| input* | Computes only, changes nothing0.90 | ||||||
| |||||||
| confluence_base_url*, confluence_email*, confluence_token*, issue_key and 5 more | Creates records0.85 | ||||||
| |||||||
| expression* | Computes only, changes nothing0.85 | ||||||
| |||||||
| after*, before* | Computes only, changes nothing0.90 | ||||||
| |||||||
| a*, b*, context | Computes only, changes nothing0.88 | ||||||
| |||||||
| batch, methods, text_a, text_b | Computes only, changes nothing0.88 | ||||||
| |||||||
| input* | Computes only, changes nothing0.90 | ||||||
| |||||||
| input_tokens*, model*, output_tokens | Computes only, changes nothing0.88 | ||||||
| |||||||
| input* | Computes only, changes nothing0.82 | ||||||
| |||||||
| input*, path* | Computes only, changes nothing0.81 | ||||||
| |||||||
| confluence_base_url*, confluence_email*, confluence_token*, include_children and 2 more | Reads only0.83 | ||||||
| |||||||
| category, limit | Reads only0.85 | ||||||
| |||||||
| examples*, format, input_label, output_label | Computes only, changes nothing0.88 | ||||||
| |||||||
| input*, mode, separator | Computes only, changes nothing0.92 | ||||||
| |||||||
| bytes, size_string, standard | Computes only, changes nothing0.90 | ||||||
| |||||||
| indent, input* | Computes only, changes nothing0.88 | ||||||
| |||||||
| columns, input* | Computes only, changes nothing0.88 | ||||||
| |||||||
| allowed_functions*, function_call* | Computes only, changes nothing0.85 | ||||||
| |||||||
| app_base_url, app_start_command, cli_tools, contract_path and 8 more | Computes only, changes nothing0.85 | ||||||
| |||||||
| body, body_json, follow_redirects, headers and 3 more | Computes only, changes nothing0.84 | ||||||
| |||||||
| results* | Computes only, changes nothing0.86 | ||||||
| |||||||
| faq_items, fields, type* | Computes only, changes nothing0.86 | ||||||
| |||||||
| length, numbers, symbols, uppercase | Computes only, changes nothing0.88 | ||||||
| |||||||
| input*, separator | Computes only, changes nothing0.93 | ||||||
| |||||||
| feature*, inputs | Computes only, changes nothing0.88 | ||||||
| |||||||
| count | Computes only, changes nothing0.90 | ||||||
| |||||||
| topic | Reads only0.80 | ||||||
| |||||||
| answer, cases, context, strict | Computes only, changes nothing0.80 | ||||||
| |||||||
| algorithm, input* | Computes only, changes nothing0.88 | ||||||
| |||||||
| code* | Reads only0.80 | ||||||
| |||||||
| 1 more | Reads only0.84 | ||||||
| |||||||
| after*, before*, max_depth | Computes only, changes nothing0.80 | ||||||
| |||||||
| input*, required_all, samples | Computes only, changes nothing0.80 | ||||||
| |||||||
| schema*, value* | Computes only, changes nothing0.90 | ||||||
| |||||||
| delimiter, headers, input* | Computes only, changes nothing0.85 | ||||||
| |||||||
| indent, input* | Computes only, changes nothing0.85 | ||||||
| |||||||
| a, b, batch, case_insensitive | Computes only, changes nothing0.88 | ||||||
| |||||||
| provider | Reads only0.90 | ||||||
| |||||||
| dir | Reads only0.85 | ||||||
| |||||||
| expected_format*, output*, regex_pattern | Computes only, changes nothing0.86 | ||||||
| |||||||
| check_json_schema, check_safety, expected_format, expected_language and 5 more | Computes only, changes nothing0.86 | ||||||
| |||||||
| paragraphs, sentences_per_paragraph, words_per_sentence | Computes only, changes nothing0.85 | ||||||
| |||||||
| manifest*, strict | Computes only, changes nothing0.85 | ||||||
| |||||||
| array_strategy, base*, override* | Computes only, changes nothing0.90 | ||||||
| |||||||
| code* | Computes only, changes nothing0.84 | ||||||
| |||||||
| count, schema*, seed | Computes only, changes nothing0.90 | ||||||
| |||||||
| model* | Reads only0.91 | ||||||
| |||||||
| needle*, position, question*, tokens | Computes only, changes nothing0.80 | ||||||
| |||||||
| collapse_blanks, input*, line_ending, max_blank_lines and 3 more | Computes only, changes nothing0.90 | ||||||
| |||||||
| from_base, input*, to_base | Computes only, changes nothing0.90 | ||||||
| |||||||
| delimiter, header, input* | Computes only, changes nothing0.90 | ||||||
| |||||||
| analyze_security, headers* | Computes only, changes nothing0.80 | ||||||
| |||||||
| issue_key*, jira_base_url*, jira_email*, jira_token* and 1 more | Creates records0.85 | ||||||
| |||||||
| input*, sensitivity | Computes only, changes nothing0.82 | ||||||
| |||||||
| strict, template*, variables | Computes only, changes nothing0.88 | ||||||
| |||||||
| adversarial_prompts, check_safety, expected_behavior, expected_format and 6 more | Computes only, changes nothing0.82 | ||||||
| |||||||
| chunks*, query*, top_k | Computes only, changes nothing0.84 | ||||||
| |||||||
| input*, marker, types | Computes only, changes nothing0.80 | ||||||
| |||||||
| flags, input*, pattern* | Computes only, changes nothing0.84 | ||||||
| |||||||
| api_key*, image_base64, image_mime_type, image_url and 4 more | Calls other services for you0.82 | ||||||
| |||||||
| include_html, scenario | Reads only0.85 | ||||||
| |||||||
| head_html* | Computes only, changes nothing0.80 | ||||||
| |||||||
| fields, jira_base_url*, jira_email*, jira_token* and 2 more | Reads only0.85 | ||||||
| |||||||
| answers, name | Computes only, changes nothing0.80 | ||||||
| |||||||
| filter, input*, operation, remove_empty and 1 more | Computes only, changes nothing0.90 | ||||||
| |||||||
| input* | Computes only, changes nothing0.85 | ||||||
| |||||||
| constraints, examples, language, output_format and 3 more | Computes only, changes nothing0.88 | ||||||
| |||||||
| input* | Computes only, changes nothing0.85 | ||||||
| |||||||
| input | Computes only, changes nothing0.84 | ||||||
| |||||||
| context, context_tokens, expected_output_tokens, model* and 4 more | Computes only, changes nothing0.87 | ||||||
| |||||||
| field, fields, filter_op, filter_value and 5 more | Computes only, changes nothing0.88 | ||||||
| |||||||
| input* | Computes only, changes nothing0.93 | ||||||
| |||||||
| input* | Computes only, changes nothing0.85 | ||||||
| |||||||
| input*, mode | Computes only, changes nothing0.82 | ||||||
| |||||||
| assertions*, format, trace* | Computes only, changes nothing0.80 | ||||||
| |||||||
| input* | Computes only, changes nothing0.84 | ||||||
| |||||||
| bits, vector* | Computes only, changes nothing0.89 | ||||||
| |||||||
| metric, vector_a*, vector_b* | Computes only, changes nothing0.85 | ||||||
| |||||||
| matrix, top_k, vector | Computes only, changes nothing0.80 | ||||||
| |||||||
| base_url | Creates records0.85 | ||||||
| |||||||
| id*, limit | Reads only0.89 | ||||||
| |||||||
| attr_prefix, ignore_attrs, input*, parse_values | Computes only, changes nothing0.88 | ||||||
| |||||||
| input*, multi | Computes only, changes nothing0.88 | ||||||
| |||||||
| No counted reading 58 No reading was counted, so any effect is possible. | |||||||
| context, version1, version2* | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| responses* | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| input* | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| input* | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| api_key, check_json, label_a, label_b and 5 more | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| max_output_tokens, messages*, model* | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| messages* | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| url* | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| credentials, method, origin, request_headers and 1 more | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| origin, url* | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| expression*, next_runs_count | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| token* | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| input* | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| filename, input* | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| input* | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| input*, types | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| include_context, input*, tags | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| fields, include_attachments, include_comments, issue_key* and 3 more | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| category, max_results, query*, with_schema | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| api_key*, gherkin*, model*, warnings* | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| description*, scenario_count, system_prompt, task_type | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| algorithm, encoding, message*, secret* | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| response*, rules* | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| input*, strip_links | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| api_key*, confluence_pages, issue, issue_key and 5 more | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| endpoints*, iterations | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| message*, strict | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| features, max_budget, mode, quantization and 4 more | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| max_tokens, model, prompt*, system and 1 more | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| output*, schema* | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| tool_definition* | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| test_tool_args, test_tool_name, url* | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| api_key, base*, baseline_guard, mode and 3 more | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| action, api_key, clip, fid and 12 more | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| batch, vector | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| input* | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| options, text* | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| commit_message*, context, diff* | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| comment, score*, tool_name* | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| api_key, passages*, query*, threshold and 1 more | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| expected_keywords, max_length, question*, response* | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| api_keys, contract_path, inline_contract, overrides and 1 more | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| context, git_diff* | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| api_key, cases*, mode, require_all and 1 more | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| api_keys*, image_base64, image_mime_type, image_url and 4 more | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| input*, types | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| headers, url | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| model, prompt, response*, rules and 1 more | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| batch, hypothesis, metrics, reference and 1 more | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| chunk_tokens*, input*, overlap | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| host*, port | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| api_key, dir_name, files, lint_only and 5 more | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| categories, text* | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| from_end, input*, max_tokens* | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| email* | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| actual_latency, expected_type, forbidden_keys, max_response_ms and 4 more | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| api_key, model, url* | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| input*, min_length, remove_stopwords, top_n | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
Read as this effect No reading: unknown Not read as this effect◇ AI readings, beta. A zero is a count, not a clearance.
Not observed in this Passport: A2A skills, MCP resources, MCP prompts, OpenAPI operations.
The atlas shows each capability by its plain identifier, inputs and declared sign-in. Publisher descriptions, paths, links and source evidence are not published here.
The comparison with the previous observation is shown only to the account that recorded it.
Atlas history
1 observation
- 153 capabilities · MCP 2026-07-28 · MCP endpoint validFirst observation
Fingerprint and versions
- Fingerprint
75c30eea3bf1c5f920e18a9679723e623aa9ddf3b58e4763b7fe665ab00c6124- Passport schema
- 0.5.0, passport-semantic-v4
- Consistency
- MCP_PROMPTS_ADVERTISEMENT_LIST: not applicable · MCP_RESOURCES_ADVERTISEMENT_LIST: not applicable · MCP_TOOLS_ADVERTISEMENT_LIST: match · OPENAPI_MCP_EXPLICIT_MAPPING: not applicable
Each class compares an observation with the previous atlas observation. Runs of unchanged observations are grouped. Struck values are what the previous observation recorded; inserted values are what this one recorded.
Declared and observed
153 tools declare hints; the AI readings agree with all 95 that have a reading.
A disagreement is not a finding about the service: either side can be wrong. How we compare declarations and readings.
About this entry
io.github.JcJamet/ia-qa-toolboxListedOfficial MCP Registry · first listed 4 Nov 2026 · last listed 4 Nov 2026
Passive observations of a public interface listed in the Official MCP Registry. An observation does not verify security, ownership or compliance, and InterfaceDelta assigns no scores or rankings. Methodology · Report an inaccuracy · Ask for removal
Identity and snapshot
- Target key
sha256:4a46676d0686e1d6fcf400ad4e294d26f2e6e0aaf386e4118515c39516857a8b- Locator SHA-256
2d9a5c4771391126b26d07df021439365f2721d40255bf877515db26d426e5b2- Snapshot generated
- 11 Nov 2026, 22:36 UTC
The entry is one exact observed target, not a real-world service identity, and implies no ownership. Endpoint paths are not published; the locator hash lets an operator confirm their own URL.

