"File system augmented tools for deep research" matching MCP servers:

Octagon Deep Research MCPofficial
Research & Data Search RAG Systems
OctagonAI
A
license
B
quality
D
maintenance
Provides specialized AI-powered comprehensive research and analysis capabilities by integrating with advanced deep research agents, offering unlimited queries with no rate limits and faster performance than comparable services.
Last updated 2026-02-09
1
217
93
MIT
System R Risk Intelligenceofficial
Finance Autonomous Agents RAG Systems
System-R-AI
A
license
-
quality
B
maintenance
Pre-trade risk validation and position sizing for AI trading agents via G-formula and Iron Fist.
Last updated 2026-07-01
2
MIT
InvestSights Indian Stockofficial
Finance Research & Data
InvestSights
A
license
-
quality
C
maintenance
Enables AI assistants to perform deep Indian stock research with fundamentals, forensic scores, DCF valuation, screening, and news for 6000+ NSE/BSE stocks.
Last updated 2026-07-20
273
1
MIT
Agent Toolsofficial
Developer Tools Data Platforms
AtmaticAI
A
license
-
quality
C
maintenance
Provides deterministic tools for transforming, formatting, and inspecting structured data for AI agents.
Last updated 2026-02-10
16
18
Apache 2.0
FLASK-toolsofficial
Bioinformatics AI & Machine Learning
FLASK-LLNL
F
license
-
quality
C
maintenance
Provides a collection of MCP servers for computational chemistry tasks including molecular generation and retrosynthesis. Also offers property prediction and molecule pricing capabilities.
Last updated 2026-07-21
Reka Research MCP Serverofficial
AI & Machine Learning Search
reka-ai
F
license
-
quality
D
maintenance
Enables AI-powered fact-checking and similarity search via the Reka Research API, with tools to verify claims and find similar items by attributes.
Last updated 2025-09-29
6
m-dev-tools-mcpofficial
Developer Tools Documentation Access
m-dev-tools
A
license
A
quality
A
maintenance
MCP server that exposes tools to route natural language queries to typed IDs, describe catalog entries, and list repository verification commands for the m-dev-tools organization.
Last updated 2026-05-11
3
AGPL 3.0
@first-ch/tools-mcpofficial
Developer Tools Image & Video Processing
First-CH
A
license
A
quality
C
maintenance
MCP server exposing First CH Tools' free web-tool logic for WCAG contrast, JP character counting, WebP conversion, JSON-LD, and llms.txt generation to AI agents.
Last updated 2026-07-30
6
86
MIT
Vublox Agent Toolsofficial
Sports Search
Vublox
A
license
A
quality
B
maintenance
Enables AI agents to discover live and recent football matches, scores, and fan clips on Vublox. Supports searching by team, league, or keyword and retrieving match summaries.
Last updated 2026-07-03
5
72
1
MIT
trocco-mcp-toolsofficial
Data Platforms Databases
Growth-Management
F
license
B
quality
C
maintenance
Read-only MCP tools for TROCCO API, enabling workflow and BigQuery datamart audit information retrieval.
Last updated 2026-07-01
2
MediaSFU MCP SDK Toolsofficial
Developer Tools
MediaSFU
A
license
-
quality
C
maintenance
Enables planning, scaffolding, diagnosing, and hardening MediaSFU frontend and backend integrations across multiple SDKs with 138 integration tools.
Last updated 2026-07-13
MIT
fabler-x402-toolsofficial
Security Blockchain Image & Video Processing
fablerlabs
A
license
-
quality
A
maintenance
Enables MCP clients to use paid tools for secret scanning, agent-config auditing, and OG image rendering, with payments handled over the x402 protocol on Base.
Last updated 2026-07-11
MIT
System Initiativeofficial
Agent Orchestration App Automation Virtualization
systeminit
A
license
-
quality
F
maintenance
System Initiative provides AI Native Infrastructure automation that gives you clarity over your running infrastructure, control to change, automate, and integrate it, with conifdence
Last updated 2026-02-06
1,805
registry-toolsofficial
Developer Tools Search
NimbleBrainInc
A
license
-
quality
F
maintenance
Search and resolve MCP server packages on the mpak registry, enabling agents to discover servers, inspect tools, and check credential requirements before installation.
Last updated 2026-05-30
MIT
Roam MCPofficial
Note Taking Knowledge & Memory Search
Roam-Research
F
license
-
quality
C
maintenance
MCP server for Roam Research that enables AI assistants like Claude and Cursor to read, write, search, and query your Roam graph with full write access.
Last updated 2026-07-29
52
JieBang Tools MCP Serverofficial
Developer Tools AI & Machine Learning
jiebang-tools
F
license
-
quality
B
maintenance
Offers 29 free tools for text processing, AI-powered generation, SEO optimization, utilities, cron tasks, file processing, and ideas management, all without requiring an API key.
Last updated 2026-06-17
paragonos-misc-toolsofficial
Image & Video Processing Web Scraping AI & Machine Learning
Paragon-OS
F
license
-
quality
D
maintenance
A collection of miscellaneous tools for Claude, Cursor, and MCP-compatible clients. Includes OCR (Optical Character Recognition) capabilities leveraging the Google Gemini API.
Last updated 2025-10-27
Altus Commonware Research MCPofficial
Blockchain Research & Data Code Analysis
altuslabsxyz
F
license
-
quality
C
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.
Last updated 2026-03-07
1
Cleanor Toolsofficial
Image & Video Processing Research & Data
cleanor-app
A
license
A
quality
A
maintenance
Zero-auth hosted MCP for AI builders: optimize/convert images (WebP/AVIF/JPEG), paste-ready SVG QR codes, plus cited Cleanor Labs data on device storage capacity and next-gen image-format savings. No API key or signup.
Last updated 2026-07-14
2
4
MIT
@lex-tools/codebase-contextofficial
Code Analysis Developer Tools Documentation Access
lex-tools
A
license
A
quality
D
maintenance
A Model Context Protocol (MCP) server designed to easily dump your codebase context into Large Language Models (LLMs).
Last updated 2025-08-02
1
19
3
Apache 2.0