Skip to main content
Glama

Server Details

Finds real, maintained open-source repos that fit your project. MCP grounding for coding agents.

Status
Healthy
Last Tested
Transport
Streamable HTTP
URL

Glama MCP Gateway

Connect through Glama MCP Gateway for full control over tool access and complete visibility into every call.

MCP client
Glama
MCP server

Full call logging

Every tool call is logged with complete inputs and outputs, so you can debug issues and audit what your agents are doing.

Tool access control

Enable or disable individual tools per connector, so you decide what your agents can and cannot do.

Managed credentials

Glama handles OAuth flows, token storage, and automatic rotation, so credentials never expire on your clients.

Usage analytics

See which tools your agents call, how often, and when, so you can understand usage patterns and catch anomalies.

100% free. Your data is private.
Tool DescriptionsA

Average 4.2/5 across 2 of 2 tools scored.

Server CoherenceC
Disambiguation2/5

Both tools serve essentially the same purpose, with 'search_components' explicitly listed as a deprecated alias of 'find_fit_candidates'. This creates clear overlap and potential confusion for an agent deciding which to use.

Naming Consistency4/5

Both names use snake_case and follow a verb_noun pattern ('find_fit_candidates' and 'search_components'), which is consistent. The slight difference in specificity does not break consistency.

Tool Count2/5

With only two tools and one deprecated, the effective tool count is one. This is too few for a meaningful server, making the surface feel thin and underdeveloped.

Completeness2/5

The server provides only search functionality for open-source reuse decisions. There are no tools for detailed inspection, comparison, or post-adoption actions, leaving significant gaps for a complete workflow.

Available Tools

2 tools
find_fit_candidatesInspect

Pre-adoption decision tool for open-source reuse. Call BEFORE implementing non-trivial functionality that a maintained OSS component could provide (queue, scheduler, parser, auth, cache, protocol client, ...) or before adding a dependency. Send a short capability need plus your project's minimal constraints; returns up to 12 candidates by default (up to 20 when max_candidates is provided), with per-constraint pass/fail/unknown, evidence basis (observed vs inferred), and explicit no-hit semantics.

ParametersJSON Schema
NameRequiredDescriptionDefault
needYesCapability need, e.g. "job queue with retry for node.js". No project names, paths, or secrets.
strictNoalso exclude candidates whose required constraint fields are unknown
telemetryNoaggregate stores zero user text (outcome counters only); debug also stores the need for 30 daysaggregate
exclusionsNo
constraintsNoMinimal project constraints. Each verdict comes back as pass|fail|unknown per candidate.
max_candidatesNo
existing_componentsNoowner/repo you already use — excluded and counted as already_have

Output Schema

ParametersJSON Schema
NameRequiredDescription
corpusYes
outcomeYes
candidatesYes
relaxationNopresent on constrained_out: real recount when dropping one constraint
no_hit_guidanceNo
contract_versionYes
rejected_summaryYes
search_componentsInspect

Deprecated alias of find_fit_candidates (kept for compatibility; free-text search without constraint checking). Search open-source components in the Code Synapse graph by keyword, role, or category. Returns candidates with signals (role, protocols, affordance, fit, freshness). fit.status="unknown" means fit fields are not yet extracted — verify runtime/interfaces via the README before relying on them.

ParametersJSON Schema
NameRequiredDescriptionDefault
queryYese.g. "music server", "vector db", "scraping"

Discussions

No comments yet. Be the first to start the discussion!

Try in Browser

Your Connectors

Sign in to create a connector for this server.

Resources