MCP Servers 373
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Cartograph
Repo analysis for coding agents with ranked files, dependency maps, and task-scoped context.

AI Readiness Kit
Generate 18 AI readiness files (llms.txt, ai.txt, RAG indexes, schema) for any website.

Prd Spec Generator
Turns a feature description into a verified 9-file PRD — multi-judge consensus, 17 MCP tools.

CPersona
Persistent AI memory in one SQLite file: 3-layer hybrid search, confidence scoring, 29 tools.
Avalara Returns
Provides access to Avalara Global Returns API for tax returns, filing calendars, and compliance data

CAD MCP Server
STEP file inspection for AI.

koreanpulse
Korean equities in English: DART filings, activist & foreign-holder classification, KRX news.

Haypile
Hybrid search over your local documents, with file and page citations.

Latex
Enable AI agents to compile TeX files with LaTeX inside a Docker container.

Marrow
Shared memory for parallel AI coding agents.

Server Spreadsheet
MCP server for spreadsheet files (.xlsx, .csv, .ods) - cell-level ops + DuckDB SQL engine.

Fcop
FCoP 3.2.5 MCP server: 45 tools (tier:L1/L2/L3) for file-based multi-agent coordination.

Prumo
Checks the context files a coding agent reads against the git index, and reports what drifted.

Memkeeper
Local-first memory for AI agents: on-device hybrid retrieval over a single SQLite file.

dbt-plan
Predicts the DDL a dbt change will execute, before you run it.

GuruPDF
Convert, compress & merge PDFs and 100+ file formats from any AI agent.

SEC EDGAR Filings MCP
SEC EDGAR MCP: search, preview, purchase filings.

Fastbcp
MCP server for FastBCP — high-performance parallel database export to files and cloud

Pibox
Self-hosted MCP server: pi-coding-agent tools (run_prompt, file ops) over streamable HTTP.

Gitlab Ci
GitLab CI/CD MCP — pipelines, jobs, schedules, MRs, files.

Tablebridge
Query a folder of CSV / Parquet / JSON files with SQL — one queryable source, read-only.


