"Technology pre-research resources" matching MCP servers:

• 

  Altus Commonware Research MCPofficial

  altuslabsxyz

  F

  license

  B

  quality

  D

  maintenance

  A stdio MCP server that queries Commonware blockchain research via NotebookLM, enabling users to ask research questions, get code-backed implementation suggestions, search reference repositories, and validate documents against source code.

  Updated 5 months ago (2026-03-07 10:46 UTC)

  15

  1

• mcp-github

  vlameiras

  F

  license

  -

  quality

  F

  maintenance

  Gitbub mcp

  Updated 6 months ago (2026-02-10 14:39 UTC)

  49

• io.github.Tom409114/rrdoctor

  Tom409114

  A

  license

  -

  quality

  A

  maintenance

  Get your research artifact ready for Artifact Evaluation before the deadline: scan the repo, scaffold the easy fixes, verify the run path, and generate the appendix.

  Updated a month ago (2026-07-10 18:01 UTC)

  1

  MIT

• hig-mcp

  raintree-technology

  F

  license

  -

  quality

  A

  maintenance

  MCP server for Apple HIG compliance auditing, providing tools to list skills, search/lookup HIG references, audit files/projects, and explain findings.

  Updated 12 days ago (2026-08-04 23:24 UTC)

  106
• 

  testigo-recall-mcpofficial

  testigo-recall

  F

  license

  A

  quality

  C

  maintenance

  MCP server that exposes pre-extracted facts about code behavior, design decisions, and assumptions to AI agents, saving time and tokens by avoiding direct source file reading.

  Updated 14 days ago (2026-08-03 08:56 UTC)

  6

• depguard

  mopanc

  A

  license

  A

  quality

  A

  maintenance

  MCP security server for AI coding agents. 12 tools: pre-install guardian, vulnerability audit, supply-chain attack detection via static code analysis, and CycloneDX 1.6 SBOM generation. Zero runtime dependencies.

  Updated 4 days ago (2026-08-13 07:19 UTC)

  14

  38

  15

  Apache 2.0

• MCPskills

  BeBraveBeKind

  A

  license

  A

  quality

  A

  maintenance

  Pre-install trust scoring & safety scanning for MCP servers, AI skills & npm packages — 15 signals incl. OSV/KEV/EPSS vuln intel and an auto-gate go/no-go.

  Updated 2 months ago (2026-06-09 03:46 UTC)

  9

  108

  1

  MIT

• tree-sitter-analyzer

  aimasteracc

  A

  license

  A

  quality

  A

  maintenance

  An MCP code-intelligence server for AI agents with pre-indexed AST cache, 62 MCP tools, and TOON-compressed output, enabling token-efficient code analysis and project health grading entirely locally.

  Updated 3 days ago (2026-08-14 15:48 UTC)

  9

  46

  MIT

• Magector

  krejcif

  A

  license

  A

  quality

  C

  maintenance

  Technology-aware MCP server for Magento 2 and Adobe Commerce with intelligent indexing and search, enabling AI assistants to search, navigate, and understand codebases via semantic search and domain-specific pattern detection.

  Updated 9 days ago (2026-08-07 16:27 UTC)

  47

  269

  20

  MIT

• Mercury Spec Ops MCP Server

  n0zer0d4y

  A

  license

  A

  quality

  C

  maintenance

  Enables AI assistants to dynamically generate technology-specific prompts and modular templates for PRD, codebase analysis, and bug analysis through programmable tools, supporting 31 technology stacks and multiple analysis dimensions.

  Updated 8 months ago (2025-12-27 13:33 UTC)

  6

  40

  4

  MIT

• Lad MCP Server

  Shelpuk-AI-Technology-Consulting

  A

  license

  A

  quality

  A

  maintenance

  A project-aware AI design and code review server that uses dual reviewers via OpenRouter to catch context-blind errors in AI-generated code, optionally integrating with Serena for long-term project memory.

  Updated 6 days ago (2026-08-11 14:03 UTC)

  2

  22

  MIT

• ABAP MCP Server

  jackxiong11894

  F

  license

  A

  quality

  B

  maintenance

  A standalone MCP server for agentic ABAP development with 67 tools via ADT REST API, featuring a forced clean ABAP workflow, pre-coding DDIC validation, and four network routing modes.

  Updated 2 months ago (2026-06-17 14:54 UTC)

  13
• 

  AIReady MCP Serverofficial

  getaiready

  A

  license

  -

  quality

  D

  maintenance

  Enables AI agents to assess AI-readiness and improve AI leverage through analysis tools, resources, and prompts for project scanning and remediation.

  Updated 3 months ago (2026-05-10 12:55 UTC)

  75

  MIT
• 

  SGraph MCP Serverofficial

  softagram

  A

  license

  -

  quality

  C

  maintenance

  Gives AI agents instant access to software architecture, dependencies, and impact analysis through pre-computed sgraph models, replacing dozens of grep/read cycles with a single tool call.

  Updated a month ago (2026-07-12 14:03 UTC)

  3

  MIT

• Scrooge

  De-Cri

  A

  license

  -

  quality

  C

  maintenance

  Provides AI coding agents with pre-edit situational awareness by combining structural call graphs and co-change history to prevent incomplete edits. It surfaces files that historically change together, reducing missed coupled modules.

  Updated 3 months ago (2026-05-30 10:56 UTC)

  3

  MIT

• lake-dayz

  ZeripeDaniel

  A

  license

  -

  quality

  C

  maintenance

  An MCP server that pre-flights DayZ Enforce mods, catching boot-crashing mistakes before packing PBO files.

  Updated 2 months ago (2026-06-13 11:25 UTC)

  2

  GPL 3.0

• NormSync

  sandeep-alluru

  A

  license

  -

  quality

  B

  maintenance

  Pre-commit norm gate for AI-generated PRs — enforces coding and contribution norms, blocking violations before they land.

  Updated 6 days ago (2026-08-10 21:39 UTC)

  MIT

• CodeGraph

  andysom25

  A

  license

  -

  quality

  B

  maintenance

  Supercharges AI coding agents with semantic code intelligence, providing pre-built knowledge graphs for surgical context, faster answers, and fewer tool calls.

  Updated 20 days ago (2026-07-27 17:24 UTC)

  MIT

• binaryninja-mcp

  MCPPhalanx

  A

  license

  -

  quality

  C

  maintenance

  Enables interaction with Binary Ninja for binary analysis and reverse engineering, providing tools and resources to examine binaries, decompile functions, and manage symbols through natural language.

  Updated a year ago (2025-05-13 03:16 UTC)

  47

  Apache 2.0

• ContextForge MCP Server

  alejandro-cedeno-10

  A

  license

  -

  quality

  C

  maintenance

  Enables AI agents to efficiently retrieve relevant code context via PageRank-optimized subgraphs and automate spec generation, implementation planning, and pre-commit validation.

  Updated 3 months ago (2026-05-14 01:47 UTC)

  MIT