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Research / Evidence Index

Research receipts for production agent tools.

Benchmark notes connect each result to the MCP that produced it, with the test boundary kept in view.

Explore MCP products Open research

Research subjects

Three tools. Three bounded results.

ExplicitMem / RepoIntel / BrowserOps

Test record 01

01 / 03

Memory Runtime

ExplicitMem

97.8%

LongMemEval-S accuracy

Typed memory objects, graph links, bounded context synthesis, and receipt-backed retrieval measured against LongMemEval-S.

Open research Open product

Test record 02

02 / 03

Repository Intelligence

RepoIntel

0.9979

RepoIntel-Bench score

Code, symbol, and evidence retrieval measured with the RepoIntel-Bench dataset and scoring harness.

Open research Open product

Test record 03

03 / 03

Browser Verification

BrowserOps

7/7

Reliability checks passed

Screenshot, console, network, and scenario verification exercised through a bounded reliability check set.

Open research Open product

Evidence boundary

Read the limits with the result.

Each result is limited to its named benchmark, dataset, scoring rules, and runtime conditions; it is not a universal ranking or guarantee.