90/100
Score = points from our five tests (install, handshake, maintenance, docs, license). Not a quality or security rating. Methodology
- Install20/20
- Handshake30/30
- Maintenance25/25
- Docs15/15
- License0/10
Vendor-hosted
The server source isn't public: Senzing hosts it at https://mcp.senzing.com/mcp, and github.com/Senzing/mcp holds only docs and the registry manifest, under an All rights reserved license (so license scores 0). Initialize and tools/list worked with no sign-in (13 tools, server sz-mcp-coworker 1.42.5), and 2 of 2 real read-only tool calls passed. The source still isn't public, which stays a caveat. On 2026-11-10 the 65 cap was lifted because the endpoint is on a product domain the vendor owns and real tool calls passed, so the score is 90.
Tool-call test (2026-11-01, direct MCP stdio client, no LLM): pass. 2 of 2 read-only calls passed on the live endpoint: get_capabilities described the server and its 13 tools; explain_error_code explained SENZ0002. No credentials. Evidence: live endpoint probe, Nov 1, 2026.
Senzing-hosted public endpoint, no sign-in. The server source isn't public: github.com/Senzing/mcp holds docs and server.json only, under an All rights reserved license. Listed as a hosted remote (Our review, Oct 31, 2026).
Sources: https://github.com/Senzing/mcp · https://github.com/Senzing/mcp/commit/015af0b1c5
Transport (tested 2026-11-01): Streamable HTTP
Token cost (estimate): approx. 9436 tokens, cl100k estimate (13 tools, measured 2026-11-11). This is an estimate from our testing of the tool names, descriptions and input schemas, counted with cl100k_base.
Permissions: 12 read, 1 write (state-changing), 0 unclassified · Auth: none · Rate limit: unknown · Pricing unit: unknown #
Auth: none. Rate limit: unknown. Pricing unit: unknown.
analyze_record— readdownload_resource— readexplain_error_code— readfind_examples— readgenerate_scaffold— readget_capabilities— readget_sample_data— readget_sdk_reference— readmapping_workflow— readreporting_guide— readsdk_guide— readsearch_docs— readsubmit_feedback— write (state-changing)
remote handshake listed tools without credentials; no recorded key or OAuth
Score 90/100 · Tools 13 · Token cost approx. 9,436 tokens · Compare · Last tested 2026-11-01 · Server version 1.42.5 · Remote endpoint https://mcp.senzing.com/mcp (streamable-http)
Summary: Senzing MCP (remote) completed an MCP handshake without credentials and exposed 13 tools.
Evidence summary #
- Handshake
- pass
- Tools listed
- 13
- Context cost
- approx. 9436 tokens, cl100k estimate (13 tools, measured 2026-11-11; an estimate) ranking ·add up your servers' context cost
- Login
- No key needed for the tools we called
- Tested
- 2026-11-01
Test results #
| Test | Result | Points | Evidence |
|---|---|---|---|
| install | pass | 20 | Endpoint https://mcp.senzing.com/mcp reachable over streamable-http (HTTP 200) in 0.1s; no install step for remote servers. |
| handshake | pass | 30 | MCP initialize (protocol 2025-06-18, server sz-mcp-coworker 1.42.5) +tools/list over streamable-http succeeded with no credentials; 13 tools listed in 0.1s. Tool calls may still need a key. |
| maintenance | pass | 25 | Vendor-hosted rule: scored from dated commit in Senzing's docs repo 2026-10-31 (https://github.com/Senzing/mcp/commit/015af0b1c5), 1 day before test. Registry: com.senzing/mcp is in the official MCP registry with remote https://mcp.senzing.com/mcp (not used for scoring). |
| docs | pass | 15 | official MCP docs page; states the endpoint URL; client setup instructions. Vendor-hosted rule: scored from the vendor's official MCP docs (https://github.com/Senzing/mcp). |
| license | fail | 0 | A public All rights reserved (proprietary, Senzing, Inc.) repo exists (https://github.com/Senzing/mcp), but it holds metadata only and its license does not cover the hosted service, so 0 (rule: no points without a cited license for the service). |
Local-model readiness #
Token cost (estimate): approx. 9436 tokens, cl100k estimate for 13 tools · about 115% of an 8k context. This is an estimate from our testing (counted with cl100k_base).
Small-model friendly (schema heuristic, not a model result): unknown.
Not tested #
Small-model task runs: Not yet tested.
What we tested and what we didn't #
Tested on 2026-11-01
- We connected to the vendor's hosted endpoint with no credentials and asked for its tool list: it listed 13 tools (Method details: MCP
initializethentools/list) - Auth response: none. The endpoint answered without any login
- Vendor docs: official MCP docs page; states the endpoint URL; client setup instructions (15/15)
- Maintenance: dated vendor source, dated commit in Senzing's docs repo 2026-10-31 (25/25)
- License: a hosted service has no license to cite (0/10)
- Token cost (estimate)
Not tested
- Security: not audited (hosted service; no code to review, no permission or data-flow analysis)
- Behaviour after signing in, or with a real account
- Source code, repository activity or an open-source license (none published for the hosted service)
- Performance, rate limits or load
- Real tasks (no functional task runs yet)
Methodology: how we test (vendor-hosted rule). A high score means it responds and its vendor documents and dates it, not that giving it access to your data carries no risk.
Known security issues #
Not checked (remote-only): hosted endpoint, version unknown.
Monthly roundup: MCP security issues, October 2026.
Tool list changes ↻ Tools changed (non-breaking) 2026-11-11 #
Tool list changed since last test (2026-11-01 → 2026-11-11): 1 tool description changed: find_examples; 3 input schemas changed: mapping_workflow, reporting_guide, sdk_guide. Confirmed by a re-run with the same arguments.
Show the diff #
- Changed description:
find_examples - Changed schema:
mapping_workflow - Changed schema:
reporting_guide - Changed schema:
sdk_guide
Snapshot hash (fingerprint of the tool list) #
3ef3e63d7b76: SHA-256 of the canonical tool names, descriptions and input schemas. If it changes, the tool list changed.
Raw test record (JSON) #
{
"name": "senzing-remote",
"version": null,
"registry": "remote",
"status": "working",
"tested": "2026-11-01",
"tools_count": 13,
"deprecated": false,
"archived": null,
"tests": {
"install": [
"pass",
20,
"Endpoint https://mcp.senzing.com/mcp reachable over streamable-http (HTTP 200) in 0.1s; no install step for remote servers."
],
"handshake": [
"pass",
30,
"MCP `initialize` (protocol 2025-06-18, server sz-mcp-coworker 1.42.5) + `tools/list` over streamable-http succeeded with no credentials; 13 tools listed in 0.1s. Tool calls may still need a key."
],
"maintenance": [
"pass",
25,
"Vendor-hosted rule: scored from dated commit in Senzing's docs repo 2026-10-31 (https://github.com/Senzing/mcp/commit/015af0b1c5), 1 day before test. Registry: com.senzing/mcp is in the official MCP registry with remote https://mcp.senzing.com/mcp (not used for scoring)."
],
"docs": [
"pass",
15,
"official MCP docs page; states the endpoint URL; client setup instructions. Vendor-hosted rule: scored from the vendor's official MCP docs (https://github.com/Senzing/mcp)."
],
"license": [
"fail",
0,
"A public All rights reserved (proprietary, Senzing, Inc.) repo exists (https://github.com/Senzing/mcp), but it holds metadata only and its license does not cover the hosted service, so 0 (rule: no points without a cited license for the service)."
]
}
}
Install #
https://mcp.senzing.com/mcp
Tools listed #
analyze_record, download_resource, explain_error_code, find_examples, generate_scaffold, get_capabilities, get_sample_data, get_sdk_reference, mapping_workflow, reporting_guide, sdk_guide, search_docs, submit_feedback
Tool history: captured Nov 11, 2026. All tool history.
Quick config #
{
"mcpServers": {
"senzing-mcp-remote": {
"type": "http",
"url": "https://mcp.senzing.com/mcp"
}
}
}
Add to config Opens the config generator with this server selected.
Setup #
- Install. No install step: it is a remote server at https://mcp.senzing.com/mcp.
- Configure. Add the mcpServers entry below to your MCP client config.
- Verify. Restart the client and check that tools/list returns tools (13 in our test).
{
"mcpServers": {
"senzing-mcp-remote": {
"type": "http",
"url": "https://mcp.senzing.com/mcp"
}
}
}
Test history #
- 2026-11-11: Permission card updated
- 2026-11-11: Tools changed (non-breaking)
- 2026-11-01: New
Related: Best data and analytics MCP servers
FAQ #
Is Senzing MCP deprecated?
No. senzing-remote was not deprecated or archived when we last tested it on 2026-11-01.
What replaces Senzing MCP?
Nothing; Senzing MCP (remote) is not deprecated as of 2026-11-01.
Does Senzing MCP need an API key?
No. It completed an MCP handshake with no credentials and listed 13 tools.
Embed the badge #
Every tested server gets a free embeddable badge. It shows the current score and test date and expires after 90 days. Testing is free; payment never changes a score.