Developer Tools catalogue, group 21
These entries remain in the catalogue with limited documentation. Inclusion is not an assessment of service quality.
Source Map Parser
Parse JavaScript error stack traces back to original source code using source maps.
Publisher: MasonChow. Registry name: io.github.MasonChow/source-map-parser-mcp.
Compare this entrySourced
Source code search for every package on PyPI and npm.
Publisher: sourced. Registry name: dev.sourced/sourced.
Compare this entrySourcemap Retrace
Decodes minified production stack traces back to original TypeScript source using source maps.
Publisher: vola-trebla. Registry name: io.github.vola-trebla/sourcemap-retrace-mcp.
Compare this entrySpanly
MCP observability. Query live traffic, errors, duration, and alerts from your AI agent.
Publisher: spanly. Registry name: com.spanly/spanly.
Compare this entrySparkVibeAI Spec Committee
Commission a multi-model AI spec committee from your agent; get rubric-scored, build-ready specs.
Publisher: sparkvibeai. Registry name: com.sparkvibeai/spec-committee.
Compare this entrySpecrun
MCP server that converts OpenAPI specs into tools which can query API endpoints.
Publisher: pavelpiha. Registry name: io.github.pavelpiha/specrun.
Compare this entrySpectra
Generates unit tests for Python code with coverage before/after reports and concrete edge cases.
Publisher: jorgesandoval. Registry name: io.github.jorgesandoval/spectra.
Compare this entryfocxle, what your AI agents cost
Ask what your AI agents cost. Per agent, across every vendor, from your editor.
Publisher: focxle. Registry name: com.focxle/spend.
Compare this entrySphior Code
Deterministic SAST/SCA findings + fix guidance for your GitHub repos, handed to your AI agent.
Publisher: Toraastrta. Registry name: io.github.Toraastrta/sphior-code-mcp.
Compare this entrySpiderbrain
Deterministic context layer for your codebase: change impact, blast radius, answers with receipts.
Publisher: spiderbrain. Registry name: ai.spiderbrain/spiderbrain.
Compare this entrySports Rules
Work an offside call through IFAB Law 11 or NHL Rule 83, step by step.
Publisher: gumballtools. Registry name: com.gumballtools/sports-rules.
Compare this entrysqry - Semantic Code Search
AST-based semantic code search: 39 tools over 37 languages. Call tracing and impact analysis.
Publisher: verivus-oss. Registry name: io.github.verivus-oss/sqry.
Compare this entrysqry - Semantic Code Search
AST-based semantic code search: 33 tools, 35 languages, call tracing, impact analysis.
Publisher: verivusOSS-releases. Registry name: io.github.verivusOSS-releases/sqry.
Compare this entrySrclight
Deep code indexing for AI agents. FTS5 + embeddings + call graphs + git intelligence. Fully local.
Publisher: srclight. Registry name: io.github.srclight/srclight.
Compare this entrySsh Client
MCP server for executing shell commands on remote hosts via SSH.
Publisher: jordanburke. Registry name: io.github.jordanburke/ssh-client-mcp-server.
Compare this entrySSH Nexus
MCP server and web terminal for shared SSH sessions and reusable command sets.
Publisher: quwentao2005. Registry name: io.github.quwentao2005/ssh-nexus.
Compare this entryStackguide
Dynamic context loading for AI assistants with TDD workflow and AST analysis.
Publisher: isucorp-taimiralain. Registry name: io.github.isucorp-taimiralain/stackguide-mcp.
Compare this entryStackguide
Dynamic context loading for AI assistants with TDD workflow and AST analysis.
Publisher: taimiralain. Registry name: io.github.taimiralain/stackguide-mcp.
Compare this entryStandup from your activity
Generate your daily standup from real GitHub, Jira, Linear, and Slack activity.
Publisher: sathvic-kollu. Registry name: io.github.sathvic-kollu/standup-mcp.
Compare this entryStandupbot
Turns your GitHub activity into a daily standup, commits, PRs, reviews & issues.
Publisher: rimysore. Registry name: io.github.rimysore/standupbot.
Compare this entryStar Trajectory
Transparent rule-based GitHub star-trajectory classifier + calibrated 100-star/48h projection.
Publisher: ardev-lab. Registry name: io.github.ardev-lab/star-trajectory.
Compare this entryStatuspage
Service status / uptime MCP, Atlassian Statuspage v2.
Publisher: pipeworx-io. Registry name: io.github.pipeworx-io/statuspage.
Compare this entryAtlassian Statuspage Scraper & JSON API Tool
Statuspage Scraper extracts any company's Atlassian Statuspage as clean JSON, components.
Publisher: ranovam. Registry name: com.ranovam/statuspage-scraper.
Compare this entryStyleKit
Search 148 curated design styles and pull tokens, recipes, and shadcn commands into your AI IDE.
Publisher: AnxForever. Registry name: io.github.AnxForever/stylekit-mcp.
Compare this entrysuperhero
Superhero MCP, wraps akabab.github.io/superhero-api (free, no auth).
Publisher: pipeworx-io. Registry name: io.github.pipeworx-io/superhero.
Compare this entrySurf
Point Gecko at an OpenAPI spec; get first-call-correct, auth-hidden agent tools.
Publisher: geckovision. Registry name: tech.geckovision/surf.
Compare this entrySwagger MCP
MCP server for AI access to Swagger by SmartBear.
Publisher: smartbear. Registry name: com.smartbear/swagger-mcp.
Compare this entryswagger-petstore-mcp
MCP server for the Swagger Petstore API with 19 tools. Generated from OpenAPI using MCPForge with security scoring, tool permissions, audit logging, and hosted deployment.
Publisher: mcpforge. Registry name: manual/swagger-petstore-mcp.
Compare this entrySymbols
Fast polyglot source code intelligence: symbols, imports, dependencies, and impact analysis.
Publisher: Jordan-Horner. Registry name: io.github.Jordan-Horner/symbols.
Compare this entrySymbols
MCP server to read, inspect and troubleshoot codebase symbols.
Publisher: p1va. Registry name: io.github.p1va/symbols.
Compare this entrySynap Memory
Persistent memory for AI agents, log and recall conversation context over MCP.
Publisher: maximem. Registry name: ai.maximem/synap.
Compare this entrySynaptic Code Intelligence
Code intelligence for repository graphs, change impact, test selection, and engineering memory.
Publisher: ColinVaughn. Registry name: io.github.ColinVaughn/synaptic.
Compare this entrySyncro MCP
Every Syncro PSA and RMM workflow in your terminal, plus a local database, offline search, and.
Publisher: Servosity. Registry name: io.github.Servosity/syncro-mcp.
Compare this entrySimulatte, Synthetic Consumer Research
Simulatte runs your business decisions past a persona pool grounded in real buyer data (open web, CRM, or voice interviews) and returns how the market reacts before you commit budget.
Publisher: simulatte. Registry name: manual/synthetic-research.
Compare this entryT1/T2 Protocol
Caller-side T1/T2 heterogeneous validation MCP server. Stdlib-only Python.
Publisher: Fauxetine. Registry name: io.github.Fauxetine/t1-t2-protocol.
Compare this entryT32
TRACE32 debugger MCP, session, dialog, field, history, resource inspection.
Publisher: ormastes. Registry name: io.github.ormastes/t32-mcp-server.
Compare this entryTablaCognita
MCP-native collaborative markdown editor with real-time AI document editing.
Publisher: PStryder. Registry name: io.github.PStryder/tablacognita.
Compare this entryTailwind Svelte Assistant
Provide instant access to SvelteKit and Tailwind CSS documentation along with ready-to-use Svelte component snippets styled with Tailwind.
Publisher: caullenomdahl. Registry name: manual/tailwind-svelte-assistant.
Compare this entryTakoData Tako
Provide real-time data querying and visualization by integrating Tako with your agents. Generate o.
Publisher: smithery. Registry name: ai.smithery/TakoData-tako-mcp.
Compare this entryTalentLMS
TalentLMS MCP server: users, courses, groups, branches, reporting, and assessments.
Publisher: mindstone. Registry name: io.github.mindstone/mcp-server-talentlms.
Compare this entryTalkMill
Notes, files, GitHub, and Drive through one MCP connection.
Publisher: imjakezimmer32. Registry name: io.github.imjakezimmer32/talkmill.
Compare this entryTangled MCP
MCP server for Tangled git platform. Manage repositories, branches, and issues on tangled.org.
Publisher: zzstoatzz. Registry name: io.github.zzstoatzz/tangled-mcp.
Compare this entryTarget5, a board where AI agents argue in public
Read and post to target5.net, where a claim is not a proof. Rules ride in the tools.
Publisher: mickeyappol-create. Registry name: io.github.mickeyappol-create/target5.
Compare this entryTaskbounty
Post/fund GitHub bug bounties, enable Autopilot, solve bounties, check coverage. Paid in crypto.
Publisher: eliottreich. Registry name: io.github.eliottreich/taskbounty-mcp-server.
Compare this entryTaskbounty Check
Local GitHub Actions/CI maintenance check (action pinning, token perms). Not a full security audit.
Publisher: eliottreich. Registry name: io.github.eliottreich/taskbounty-check.
Compare this entryTeamcity
MCP server exposing JetBrains TeamCity CI/CD workflows to AI coding assistants.
Publisher: Daghis. Registry name: io.github.Daghis/teamcity.
Compare this entryTelemetry Server
Streams live progress from mcp-telemetry-sdk-instrumented tools to any connected MCP client.
Publisher: arnavranjan005. Registry name: io.github.arnavranjan005/mcp-telemetry-server.
Compare this entryTend
Your own network, goals, commitments and interaction history, read-only, from your assistant.
Publisher: tendladder. Registry name: com.tendladder/tend.
Compare this entryTenders
Taiwan government tenders: 14M+ notices, vendor/agency intel, forecasts, committees, debarment list.
Publisher: tobid. Registry name: tw.tobid/tenders.
Compare this entryTentra, Memory for AI Coding Agents
Memory for AI coding agents. Call graphs + refactor safety + persistent code context. 35 MCP tools.
Publisher: rdanieli. Registry name: io.github.rdanieli/tentra.
Compare this entry