Skip to content
Squatch MCP
Sign in

Analytics Legends — SAP AI & Analytics MCP Server

ai.analyticslegends/sap-analytics

by ai.analyticslegends· v1.2.0Source: Official MCP Registry
Sign in to watchSign in to claim this server

MCP Bill of Materials

A machine-readable inventory of what this server exposes and depends on: tools with their effects, transports, packages, findings and provenance (schema version 1.0). Third-party text in it is escaped. Also available from the REST API at /api/v1/servers/5beb0134-0c74-4f76-8db2-b6632862d8fa/mcbom.

MCP Bill of Materials

root{21}
schema_version: "1.0"
bom_format: "squatch-mcbom"
generator{3}
name: "squatch-mcp"
classifier_version: "rules_v1@2026-10-11.1"
unicode_version: "18.0.0"
server{7}
name: "ai.analyticslegends/sap-analytics"
title: "Analytics Legends — SAP AI & Analytics MCP Server"
description: "SAP AI & analytics market data for agents: SAP firms, day rates, jobs, Joule & BDC news"
version: "1.2.0"
homepage_url: "https://analyticslegends.ai"
source: "official_registry"
upstream_status: "active"
publisher{4}
namespace: "ai.analyticslegends"
display_name: "ai.analyticslegends"
type: "registry_namespace"
status: "unclaimed"
organization: null
repository{5}
url: "https://github.com/analyticslegends/analytics-legends-mcp"
provider: "github"
owner: "analyticslegends"
name: "analytics-legends-mcp"
verified: false
packages[0]
transports[1]
0{5}
kind: "remote"
type: "streamable-http"
endpoint_url: "https://analyticslegends.ai/mcp"
endpoint_host: "analyticslegends.ai"
auth_type: "none"
auth{3}
type: "none"
authorization_servers[0]
scopes[0]
protocol{4}
era: "modern"
negotiated_version: "2026-07-28"
supported_versions[0]
transport_type: "streamable-http"
tools[25]
0{9}
name: "count_firms_by"
title: "Count the firm directory by country, region, kind, module or SAP signal"
effect: "READ"
effect_confidence: 0.921
capabilities[0]
risk_severity: "INFO"
fingerprint: "f28d89e9eb1073e4f2f0d9ee96e7cb1a0978537162aa7f0746abdf0827993271"
input_schema_fingerprint: "57dddf0874fb5db7e8a567adaade315195564aaf46be828053e5f59ef84b1b75"
annotations{5}
title: null
readOnlyHint: true
destructiveHint: null
idempotentHint: null
openWorldHint: false
1{9}
name: "find_academy_modules"
title: "Search the Academy training catalogue"
effect: "EXECUTE"
effect_confidence: 0.6
capabilities[1]
0{2}
capability: "DATABASE_ACCESS"
confidence: 0.61
risk_severity: "CRITICAL"
fingerprint: "a7d978e7bc47923881cd28dd2e83cd0c12298cf2aabacd61f505f04966b5096f"
input_schema_fingerprint: "7125ce60476c9db904cd328011888f49cf3663a0de576b6217b4538eddd00822"
annotations{5}
title: null
readOnlyHint: true
destructiveHint: null
idempotentHint: null
openWorldHint: false
2{9}
name: "find_answers"
title: "Find the answer to an SAP AI & analytics problem"
effect: "WRITE"
effect_confidence: 0.533
capabilities[0]
risk_severity: "LOW"
fingerprint: "51e55eddd8b0495894f8301f8e9fe8d32395bf0c1edf42ea48f1406742d19c29"
input_schema_fingerprint: "14dba2e04fcfcefd802b19f4f17291617867de3c41075479c07291a2aabec0d1"
annotations{5}
title: null
readOnlyHint: true
destructiveHint: null
idempotentHint: null
openWorldHint: false
3{9}
name: "find_opportunities"
title: "Search the public SAP AI & analytics contract radar"
effect: "READ"
effect_confidence: 0.921
capabilities[1]
0{2}
capability: "CRM"
confidence: 0.5
risk_severity: "LOW"
fingerprint: "7c162d4ab8acd5091769d52beb569017aaafc2a5715e975c560414e1ec128e97"
input_schema_fingerprint: "83333d6cf73d0449887df852d2978688b127f33e0eb1c0a003010c71fd326f41"
annotations{5}
title: null
readOnlyHint: true
destructiveHint: null
idempotentHint: null
openWorldHint: false
4{9}
name: "find_partner_candidates"
title: "Local partner or acquisition candidates for a market entry"
effect: "READ"
effect_confidence: 0.846
capabilities[3]
0{2}
capability: "CLOUD_INFRASTRUCTURE"
confidence: 0.53
1{2}
capability: "HR"
confidence: 0.805
2{2}
capability: "PERSONAL_DATA"
confidence: 0.949
risk_severity: "MEDIUM"
fingerprint: "0ded3cf5887cb9fdd139ecff304d085c14af3a50725f2c45b7c064b6d2465dff"
input_schema_fingerprint: "cc6eda0b1d24b38c6b937b116aae875e10ce76acdf5390851eeb1380d53a4ca1"
annotations{5}
title: null
readOnlyHint: true
destructiveHint: null
idempotentHint: null
openWorldHint: false
5{9}
name: "find_sap_clients"
title: "Search the SAP end-customer corpus"
effect: "READ"
effect_confidence: 0.908
capabilities[1]
0{2}
capability: "PERSONAL_DATA"
confidence: 0.746
risk_severity: "LOW"
fingerprint: "4049b8b03d57ae9dd2c4ffed0887d5186de7a6782826eeb25c45a5146cac6524"
input_schema_fingerprint: "76699c71d4ba99e7f728364f9ae9032ec288e3b6e421aeb487381d82a030fda3"
annotations{5}
title: null
readOnlyHint: true
destructiveHint: null
idempotentHint: null
openWorldHint: false
6{9}
name: "get_academy_module"
title: "Read an Academy module"
effect: "READ"
effect_confidence: 0.921
capabilities[0]
risk_severity: "INFO"
fingerprint: "68ed4feda308d5770340f9fb8e22aa523a1cca40d210f53f0d5a34d7aba1be22"
input_schema_fingerprint: "6acf498ad9d8edb07c9565a1d010a90c976a56de7b336cb400382358443b4c4b"
annotations{5}
title: null
readOnlyHint: true
destructiveHint: null
idempotentHint: null
openWorldHint: false
7{9}
name: "get_concept"
title: "Concept metadata and editor's summary"
effect: "READ"
effect_confidence: 0.762
capabilities[0]
risk_severity: "INFO"
fingerprint: "96677c09e81f1a774277645b3c354c0e3ab78b4676d6a475b5cccaea467c8ce4"
input_schema_fingerprint: "99be1e03ed40c698aaeab919404266108d21e42596f53b29b2368068b2b0e422"
annotations{5}
title: null
readOnlyHint: true
destructiveHint: null
idempotentHint: null
openWorldHint: false
8{9}
name: "get_concept_card"
title: "Full concept card"
effect: "READ"
effect_confidence: 0.72
capabilities[0]
risk_severity: "INFO"
fingerprint: "9562859af91ba276f2e500ab55dcf3307419ff6a3ae859c4f3f59336dca595e6"
input_schema_fingerprint: "49efa61fd327350675cae2dd23465a0f72b8c45596bfe6ea281aa485d80815e6"
annotations{5}
title: null
readOnlyHint: true
destructiveHint: null
idempotentHint: null
openWorldHint: false
9{9}
name: "get_day_rate_benchmark"
title: "Public SAP AI & analytics day-rate aggregate"
effect: "READ"
effect_confidence: 0.762
capabilities[0]
risk_severity: "INFO"
fingerprint: "0bc7148615cce998e3f0a00e0cff4f9adddc37558861def3546b0d80705479d4"
input_schema_fingerprint: "1a3617b7213257b1874578ba483e4f44c0132a6b4cada9dea7852c554c8e7720"
annotations{5}
title: null
readOnlyHint: true
destructiveHint: null
idempotentHint: null
openWorldHint: true
10{9}
name: "get_expansion_brief"
title: "Expansion brief for a target region"
effect: "READ"
effect_confidence: 0.72
capabilities[0]
risk_severity: "INFO"
fingerprint: "5377161cc2bddfdef8ad5592e6e3cd253060bd6d2332ad12b1a61891e6844543"
input_schema_fingerprint: "6bf738666019a2123459b260aeb006a61d50d1292ffe58bff0134427b7a0ee3b"
annotations{5}
title: null
readOnlyHint: true
destructiveHint: null
idempotentHint: null
openWorldHint: false
11{9}
name: "get_firm"
title: "Get one firm's published profile"
effect: "READ"
effect_confidence: 0.879
capabilities[1]
0{2}
capability: "PERSONAL_DATA"
confidence: 0.61
risk_severity: "LOW"
fingerprint: "442510c06c17e139f04b3bb18e5737078d008c254130d6e39a411266f19715b9"
input_schema_fingerprint: "72c1c8762802398acb466210c61f8c4832caa94414fe40668cc9557fcde812f8"
annotations{5}
title: null
readOnlyHint: true
destructiveHint: null
idempotentHint: null
openWorldHint: false
12{9}
name: "get_firm_intel"
title: "Firm intelligence profile"
effect: "READ"
effect_confidence: 0.762
capabilities[1]
0{2}
capability: "PERSONAL_DATA"
confidence: 0.746
risk_severity: "LOW"
fingerprint: "42f319a81f4d36022ad4ae9e72ed38a20dfb041bd17bfbee351e458518f3fef0"
input_schema_fingerprint: "2f95fd8d7b64298eb37fe1e1c58617daa1fb7c8c41572263c7ecf334bb970184"
annotations{5}
title: null
readOnlyHint: true
destructiveHint: null
idempotentHint: null
openWorldHint: false
13{9}
name: "get_sap_client_profile"
title: "One SAP end-customer profile"
effect: "READ"
effect_confidence: 0.762
capabilities[1]
0{2}
capability: "PERSONAL_DATA"
confidence: 0.924
risk_severity: "LOW"
fingerprint: "96c03a270848ba86b3ea962fb36203493d3710518afee371d30cebf03926bc4c"
input_schema_fingerprint: "2c502c4f47b6377c2a0f8a2bc96332648dbade4dc90528427f5fbd1bb40b15f5"
annotations{5}
title: null
readOnlyHint: true
destructiveHint: null
idempotentHint: null
openWorldHint: false
14{9}
name: "get_study"
title: "Read a study"
effect: "READ"
effect_confidence: 0.933
capabilities[0]
risk_severity: "INFO"
fingerprint: "2780f3ad55055cff73e0af00bc94e02e3ed2712e4bcebac6a5ac2e61976dfc76"
input_schema_fingerprint: "b46a76d556ec0747957a9da47cc858addaf21c6c3d8b945424b457d65bafc2df"
annotations{5}
title: null
readOnlyHint: true
destructiveHint: null
idempotentHint: null
openWorldHint: false
15{9}
name: "list_firm_kinds"
title: "List firm kinds with live counts"
effect: "READ"
effect_confidence: 0.857
capabilities[0]
risk_severity: "INFO"
fingerprint: "499be51da08e7ec396e7eb6d8130e188f1a574048df2cd1a8aa13ef2344d1a4c"
input_schema_fingerprint: "efddc7bd8bbcef73a14eb1ace1ffdaec81e518ef1e13c1e9271d0b8acb694a49"
annotations{5}
title: null
readOnlyHint: true
destructiveHint: null
idempotentHint: null
openWorldHint: false
16{9}
name: "list_freelance_platforms"
title: "List the CV/profile platforms a consultant can sign up on"
effect: "READ"
effect_confidence: 0.832
capabilities[2]
0{2}
capability: "ACCOUNT_MANAGEMENT"
confidence: 0.61
1{2}
capability: "PERSONAL_DATA"
confidence: 0.746
risk_severity: "LOW"
fingerprint: "7ffd130b580d306aad1a06364ba83cf068e6a2125376a0df92e6605b982fa775"
input_schema_fingerprint: "9a1f06a74952390a4437b191de9b756d06750be5a6b7921e2ec6cb3e617244ee"
annotations{5}
title: null
readOnlyHint: true
destructiveHint: null
idempotentHint: null
openWorldHint: false
17{9}
name: "list_sap_modules"
title: "SAP AI & analytics module taxonomy"
effect: "READ"
effect_confidence: 0.72
capabilities[0]
risk_severity: "INFO"
fingerprint: "823ee6ad5c759fc83f4478aaf0c97ea103ae5b421d9840a8237a70cfd5e6561e"
input_schema_fingerprint: "624560d1a7769d86314bf67a6dd1627fe840a869e5cdf9e4eb051562f406dfcb"
annotations{5}
title: null
readOnlyHint: true
destructiveHint: null
idempotentHint: null
openWorldHint: false
18{9}
name: "list_studies"
title: "List the deep-research studies (metadata only)"
effect: "READ"
effect_confidence: 0.933
capabilities[0]
risk_severity: "INFO"
fingerprint: "1ec6511277114bce593477d2543add0a99006cfbc1ced5a685ed70c7a5a341d5"
input_schema_fingerprint: "db68bb74fed792fc0db6655f80266bab9545598ea4abc899a52f84723b37d9b8"
annotations{5}
title: null
readOnlyHint: true
destructiveHint: null
idempotentHint: null
openWorldHint: false
19{9}
name: "query_knowledge_graph"
title: "Traverse the learning knowledge graph"
effect: "READ"
effect_confidence: 0.762
capabilities[1]
0{2}
capability: "DATABASE_ACCESS"
confidence: 0.586
risk_severity: "INFO"
fingerprint: "2a344ddb8c632543434b0231e6c6f60aad068c1a58de0fa9da39fd8941a698b1"
input_schema_fingerprint: "0b0eee62a44d2b18d073352e8301992b35aa840c48b48c45b2adbec7144650a1"
annotations{5}
title: null
readOnlyHint: true
destructiveHint: null
idempotentHint: null
openWorldHint: false
20{9}
name: "request_introduction"
title: "Brief selection and introductions"
effect: "WRITE"
effect_confidence: 0.65
capabilities[0]
risk_severity: "LOW"
fingerprint: "4053612e97d0a66551401f3a217a432b1f0eb7575eed7d1abdecfe6e647f6196"
input_schema_fingerprint: "d2500c4ae105952b5b568557ba2e09a9367247c1df54f3aaf71cc6bfb7f8d001"
annotations{5}
title: null
readOnlyHint: false
destructiveHint: null
idempotentHint: null
openWorldHint: false
21{9}
name: "search_concepts"
title: "Search the SAP AI & analytics concept encyclopaedia"
effect: "READ"
effect_confidence: 0.921
capabilities[0]
risk_severity: "INFO"
fingerprint: "b71519a3f6635d02f1ab9babe573ebf7655eb162cf1e492085be08b2dcf9aac2"
input_schema_fingerprint: "fcf5b0d9889b470a02aadb282eb5dc7ae48595041ed004099ce2d792fe224b71"
annotations{5}
title: null
readOnlyHint: true
destructiveHint: null
idempotentHint: null
openWorldHint: false
22{9}
name: "search_firms"
title: "Search the SAP AI & analytics firm directory"
effect: "READ"
effect_confidence: 0.921
capabilities[0]
risk_severity: "INFO"
fingerprint: "f07bd290312aed5c48a8b31b128a96d9b62a390c005bac1cb7a75d9239a48e46"
input_schema_fingerprint: "e9725505e02df601c011d43548a14a8f55b90a360107798c11437310fa8e3bb3"
annotations{5}
title: null
readOnlyHint: true
destructiveHint: null
idempotentHint: null
openWorldHint: false
23{9}
name: "search_news"
title: "Search SAP AI & analytics market news"
effect: "READ"
effect_confidence: 0.908
capabilities[0]
risk_severity: "INFO"
fingerprint: "c652114b336bcbf6009859684846db163bb6651c7ef4061519a6869a2cc4ef29"
input_schema_fingerprint: "7bb58fbfcf5523e097d0c63b82d81ec4c3c425c7637a9b32ed41fb0c7a802f6c"
annotations{5}
title: null
readOnlyHint: true
destructiveHint: null
idempotentHint: null
openWorldHint: false
24{9}
name: "submit_brief"
title: "Submit a private SAP need"
effect: "WRITE"
effect_confidence: 0.885
capabilities[0]
risk_severity: "LOW"
fingerprint: "e510efd669eb0b147fb255d4585d891866b216f0f7920e99410afdaa86f9e847"
input_schema_fingerprint: "d8d0521847d6873fc350860111ab12e990893e60cce7f31f0009ddda23d37865"
annotations{5}
title: null
readOnlyHint: false
destructiveHint: null
idempotentHint: null
openWorldHint: false
resources[3]
0{4}
key: "analytics-legends://about"
kind: "resource"
mime_type: "application/json"
fingerprint: "a5efaf1c8c7159e43feceb95f8b4b4e6765f086db222c2b70be23e0367862892"
1{4}
key: "analytics-legends://agents-policy"
kind: "resource"
mime_type: "application/json"
fingerprint: "e040804f9eef62a6ed0b15b0a0efc726bd1a5a14056cb68271d7ca58a94b4185"
2{4}
key: "analytics-legends://tranche"
kind: "resource"
mime_type: "application/json"
fingerprint: "d84d18d1c623f089aa3f7469a371e88214a4c4a03b1f7d27280bbf131734f249"
prompts[4]
0{2}
name: "brief_sap_analytics_market"
fingerprint: "b21ca1c9f2a338f356da9ea398bd0410129010d455c876fd886fbcda8ffba6a7"
1{2}
name: "explain_sap_analytics_term"
fingerprint: "4cd735c46ceb43dc9af095f3052298f8721fb900bf5b16aa6aeb906d4a3f3aeb"
2{2}
name: "price_my_mission"
fingerprint: "02c9d66febe2b543ffb56885a71712ab9af6bee947e683b6b755689fa6157390"
3{2}
name: "shortlist_firms_for_requirement"
fingerprint: "076a5fae1630d8efa66c042cd504ff423f5fe7e3d50162d51b03f722cae7eeb9"
extensions[0]
data{6}
privacy_completeness: "not_provided"
data_categories[0]
ai_training: null
retention_policy: null
processing_regions[0]
subprocessors[0]
external_integrations[1]
0{3}
host: "analyticslegends.ai"
registrable_domain: "analyticslegends.ai"
source: "transport"
findings[5]
0{6}
check_id: "SQ-SERVER-AUTH-NONE-WRITE"
category: "authentication"
severity: "MEDIUM"
title: "State-changing tools available without authentication"
subject_type: "server"
subject_name: null
1{6}
check_id: "SQ-TOOL-ANNOTATION-UNDERCLAIM"
category: "annotations"
severity: "MEDIUM"
title: "Annotations understate what the tool does"
subject_type: "tool"
subject_name: "find_academy_modules"
2{6}
check_id: "SQ-TOOL-ANNOTATION-UNDERCLAIM"
category: "annotations"
severity: "LOW"
title: "Annotations understate what the tool does"
subject_type: "tool"
subject_name: "find_answers"
3{6}
check_id: "SQ-TOOL-EXFIL-SHAPED-PARAM"
category: "schema"
severity: "LOW"
title: "Free-text parameter commonly used to collect conversation data"
subject_type: "tool"
subject_name: "submit_brief"
4{6}
check_id: "SQ-TOOL-TITLE-EFFECT-MISMATCH"
category: "deceptive_metadata"
severity: "HIGH"
title: "Display title describes a lower-impact action than the name"
subject_type: "tool"
subject_name: "find_academy_modules"
trust{9}
registry_namespace: "verified_upstream"
publisher_identity: "unverified"
organization: "unverified"
domain: "unverified"
repository: "unverified"
source_provenance: "unknown"
security_scan: "findings_detected"
privacy_transparency: "not_provided"
monitoring: "active"
provenance{4}
registry_name: "ai.analyticslegends/sap-analytics"
registry_content_sha256: "5b17b4e18f1ba4753b84952af9eba96291ab36e9dfe802ec0d999daeb8c8302d"
scan_snapshot_fingerprint: "d731d7e140c3fc2e5e02f5b5f647863d3a0aa8756783990dfe86bc962c328bb8"
scanner_version: "1.0.0"
timestamps{4}
generated_at: "2026-11-15T04:53:23.316Z"
observed_at: "2026-11-11T11:38:16.344+00:00"
registry_published_at: "2026-11-11T03:36:09.633011+00:00"
registry_updated_at: null