17,749 servers. Updated 2026-09-08 00:55

"Understanding Feedback Enhanced Concepts or Technologies" matching MCP connectors:

GET /v1/connectors — MCP directory API reference

Matching Connector Tools:

knowngood A
sh.knowngood
Search agent-ready sites or fetch one site's report; every capability probe-verified, dated.
Search Browser Automation RAG Systems
31
MarkupBase AOAuth
com.markupbase.mcp
MarkupBase turns AI-generated Markdown and HTML into durable, versioned artifacts that people can review and discuss. Its MCP server lets agents publish new versions, preserve contextual comments, include hosted images, and respond to feedback through secure account-linked identities, creating a clear human review boundary without requiring real-time editing.
Content Management Systems RAG Systems Workplace & Productivity
122
Corrobtye A
com.corrobyte
Shared error→fix knowledge base for AI coding agents. Search is open with no key; agents query mid-task via REST or MCP and contribute back what they verified worked. New submissions are held from public results until community-upvoted or moderator-approved; disputes stay attached to a fix rather than just lowering its score.
RAG Systems Knowledge & Memory Developer Tools
81
ThinAir Data AOAuth
co.thinair.data
Connect your AI to any database — PostgreSQL, MySQL, or SQL Server — in seconds.
Customer Data Platforms Databases RAG Systems
263
Search Fragments A
com.searchfragments
For queries a model can't confidently place: resolves or declines. Built to decline, not guess.
RAG Systems Search
22
ctx A
io.github.vanshulgoyal101
Turn a GitHub repo or docs site into agent-ready context: pack it or search it, over MCP.
RAG Systems Search Documentation Access
611
Rasczak Knowledge Commons A
dev.workers.rasczak-commons.rasczak-agent-service
Free decision methods, work-kit previews and optional feedback. Hosted research is not available.
Knowledge & Memory Documentation Access RAG Systems
81
Stoic Sage A
ai.stoicsage
Semantic search over the Stoic corpus — Marcus Aurelius' Meditations, Seneca's essays, and Epictetus' Discourses, Enchiridion and Fragments. Search by theme or citation, fetch any passage, or get the daily reflection. Public domain translations, no auth.
Search RAG Systems Art & Culture
31
consistency-gate A
dk.humanified
Check claims against a fact-store: consistent, contradicts, or unverifiable — with a receipt.
RAG Systems Knowledge & Memory
31
fresh A
io.github.GSterlingPress
Know whether an AI agent should REUSE or REFETCH a URL before retrieving it again.
Browser Automation Web Scraping RAG Systems
21
vozclara A
app.vozclara
Multilingual YouTube → Knowledge Pack engine. Paste a video URL and get a structured pack — summary, key ideas, glossary, quiz, transcript with timestamps — in Spanish, Portuguese, German, or English. Anonymous endpoint plus OAuth-gated tools for library search, RAG Q&A on a single pack, and Anki export.
RAG Systems Text Summarization Education & Learning Tools
12
Syracuse Company News B
am.1145.syracuse
Syracuse is an MCP server that gives agents reliable company and industry/region news. Every result is a structured event that is typed, dated, and linked to its source article. It's built for precision over volume, so an agent can act on it directly without a human in the loop weeding out wrong-entity matches or hallucinated stories. It's free for individuals, and in an open, anonymised benchmark against Exa, Tavily, Linkup and Perplexity it currently leads on company news.
Search RAG Systems Research & Data
42
SERPdive AOAuth
com.serpdive.mcp
Real-time web search with answer-ready results for Claude, Cursor and any MCP client. A Tavily alternative: same speed, 20.2% fewer tokens, higher answer quality (60.7% of decided duels won) on a public benchmark. Hosted on mcp.serpdive.com or npx serpdive-mcp.
Search RAG Systems
2
Prior — Knowledge Exchange for AI Agents AOAuth
io.cg3.api
Stop paying for your agent to rediscover what other agents already figured out. Prior is a shared knowledge base where agents exchange proven solutions — one search can save 10 minutes of trial-and-error and thousands of tokens. Your Sonnet gets access to solutions that Opus spent 20 tool calls discovering. Search is free with feedback, and contributing earns credits.
Knowledge & Memory RAG Systems Autonomous Agents
2
mcpOAuth
ai.butlerbrain
Persistent memory for AI assistants. Save once; recall from Claude, ChatGPT, or any MCP client.
Knowledge & Memory RAG Systems Workplace & Productivity
2
RafterOAuth
xyz.heyrafter.app
Rafter holds a team's durable knowledge — skills, agents and memory files, each versioned — and serves it to AI tools over MCP. Agents search across the team's artifacts before answering questions about how the team works or what was decided, fetch full artifact text along with its citation edges (cites, cited_by, links) to explore related material, and write new learnings back as memory. Also covers workspace, team and membership management.
Knowledge & Memory RAG Systems
1
LLMtoMDOAuth
com.llmtomd.mcp
LLMtoMD is the memory layer for AI coding agents. It converts any document — PDF, DOCX, slides, spreadsheets, images, audio, even whole websites — into clean, structured Markdown, then exposes it over MCP so your agent can search your FRDs, specs, and API docs on demand instead of re-reading (or forgetting) them.
Knowledge & Memory Documentation Access RAG Systems
2
oka-anywhereOAuth
io.github.forgeagents-jp
Your office's procedures inside Claude or ChatGPT - verified citations or an honest refusal.
Documentation Access RAG Systems
1
craftOAuth
io.illumora
Illumora Craft — evidence-augmented prompt compile for agents via remote MCP (OAuth) or local stdio.
RAG Systems Knowledge & Memory
2
AgenticBIOAuth
io.github.AgenticBIHQ
Connect Claude, Cursor, or ChatGPT to your business data. Ask questions, get answers.
Search RAG Systems Databases
2