Context7 MCP
MCP Server · Coding, Research
87/100
Rec
Fetch current library documentation and examples directly into coding agents.
Interface-verifiedlow risk
Research
Best AI capabilities for research
Tools that gather, search, and synthesize information — web retrieval, document Q&A, and knowledge-base connectors. Each entry shows how it was checked and whether it needs external network or token access, so you can pick one that fits your evidence and privacy bar.
38 capabilities5 low-risk
Preview · 94
OpenAI Agents SDK Template
Agent Template · Automation, Research +1
74/100
Rec
A structured starting point for tool-using agents built with OpenAI Agents SDK.
Install-verifiedmedium risk
Sequential Thinking MCP Server
MCP Server · Automation, Research +1
69/100
Rec
Sequential Thinking MCP Server is an MCP server for automation, research and coding workflows on Claude, Claude Code, Codex, Cursor, Cline and self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.
Risk reviewedlow risk
No-token Repo Summarizer
Skill · Coding, Research
68/100
Rec
Summarize public repository structure without requiring private tokens or write access.
Risk reviewedlow risk
Research Brief Skill
Skill · Research
66/100
Rec
Skill profile for source-grounded research briefs with claims, citations, and gaps.
Risk reviewedmedium risk
Web Search MCP Profile
MCP Server · Research, Automation
66/100
Rec
MCP profile for web search tools that return sources, snippets, and fetchable URLs.
Risk reviewedmedium risk
Fetch MCP Server
MCP Server · Research, Automation
64/100
Rec
Fetch MCP Server is an MCP server for research and automation workflows on Claude, Claude Code, Codex, Cursor, Cline and self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.
Risk reviewedmedium risk
Brave Search MCP Server
MCP Server · Research, Automation
63/100
Rec
Brave Search MCP Server is an MCP server for research and automation workflows on Claude, Claude Code, Codex, Cursor, Cline and self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.
Risk reviewedmedium risk
LangGraph Research Agent
Agent Template · Research, Automation
62/100
Rec
Graph-based research agent pattern for iterative search, synthesis, and review loops.
Risk reviewedmedium risk
CrewAI Workflow Template
Workflow Template · Automation, Research
62/100
Rec
Multi-agent workflow pattern for role-based planning, execution, and review tasks.
Risk reviewedmedium risk
AutoGen Conversation Agent
Agent Template · Automation, Coding +1
62/100
Rec
Template for multi-agent conversations with explicit roles, tools, and termination rules.
Risk reviewedmedium risk
LangChain Agent Template
Agent Template · Automation, Research +1
62/100
Rec
LangChain Agent Template is an agent template for automation, research and coding workflows on ChatGPT, Claude and self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.
Risk reviewedmedium risk
Semantic Kernel Agent Template
Agent Template · Automation, Coding +1
62/100
Rec
Semantic Kernel Agent Template is an agent template for automation, coding and research workflows on ChatGPT, Claude and self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.
Risk reviewedmedium risk
Mastra Agent Framework
Agent Template · Automation, Research +1
61/100
Rec
Mastra Agent Framework is an agent template for automation, research and data workflows on ChatGPT, Claude and self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.
Risk reviewedmedium risk
Google ADK Agent Template
Agent Template · Automation, Research +1
61/100
Rec
Google ADK Agent Template is an agent template for automation, research and coding workflows on ChatGPT, Claude and self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.
Risk reviewedmedium risk
Exa MCP Server
MCP Server · Research, Automation
60/100
Rec
Exa MCP Server is an MCP server for research and automation workflows on Claude, Claude Code, Codex, Cursor, Cline and self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.
Risk reviewedmedium risk
mcp-agent Framework
Agent Template · Automation, Research +1
60/100
Rec
mcp-agent Framework is an agent template for automation, research and coding workflows on Claude, Claude Code, Codex and self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.
Risk reviewedmedium risk
ECC
MCP Server · Coding, Research +1
60/100
Rec
ECC is an MCP server for coding, research and security workflows on self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.
Risk reviewedmedium risk
ruflo
MCP Server · Coding, Research
60/100
Rec
ruflo is an MCP server for coding and research workflows on self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.
Risk reviewedmedium risk
Agent-Reach
MCP Server · Coding, Research +1
60/100
Rec
Agent-Reach is an MCP server for coding, research and browser workflows on self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.
Risk reviewedmedium risk
CAMEL Multi-Agent Framework
Agent Template · Automation, Research
59/100
Rec
CAMEL Multi-Agent Framework is an agent template for automation and research workflows on ChatGPT, Claude and self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.
Risk reviewedmedium risk
graphify
MCP Server · Coding, Research +1
59/100
Rec
graphify is an MCP server for coding, research and data workflows on self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.
Risk reviewedmedium risk
headroom
MCP Server · Coding, Research
59/100
Rec
headroom is an MCP server for coding and research workflows on self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.
Risk reviewedmedium risk
CowAgent
MCP Server · Coding, Research
59/100
Rec
CowAgent is an MCP server for coding and research workflows on self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.
Risk reviewedmedium risk
ai-berkshire
MCP Server · Coding, Research
59/100
Rec
ai-berkshire is an MCP server for coding and research workflows on self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.
Risk reviewedmedium risk
JeecgBoot
MCP Server · Coding, Research
58/100
Rec
JeecgBoot is an MCP server for coding and research workflows on self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.
Risk reviewedmedium risk
codebase-memory-mcp
MCP Server · Coding, Research +1
58/100
Rec
codebase-memory-mcp is an MCP server for coding, research and data workflows on self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.
Risk reviewedmedium risk
gpt-researcher
MCP Server · Coding, Research +1
58/100
Rec
gpt-researcher is an MCP server for coding, research and browser workflows on self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.
Risk reviewedmedium risk
code-review-graph
MCP Server · Coding, Research
58/100
Rec
code-review-graph is an MCP server for coding and research workflows on self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.
Risk reviewedmedium risk
MaxKB
MCP Server · Research
58/100
Rec
MaxKB is an MCP server for research workflows on self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.
Risk reviewedmedium risk
Prompt Pack Normalizer
Skill · Automation, Research
57/100
Indicative
Convert ad hoc prompts into structured skill profiles with inputs, outputs, and safety notes.
Info checkedlow risk
Benchmark Rubric Writer
Skill · Automation, Research
57/100
Indicative
Draft task-specific evaluation rubrics for agent traces, final outputs, and environment outcomes.
Info checkedlow risk
Weekly Research Digest Workflow
Workflow Template · Research, Automation
54/100
Indicative
Workflow for monitoring sources and producing a weekly synthesized research digest.
Info checkedmedium risk
Contract Review Skill
Skill · File / Document, Research
54/100
Indicative
Extract obligations, risky clauses, dates, and unresolved questions from legal documents.
Info checkedmedium risk
Customer Support Macro Agent
Agent Template · Automation, Research
54/100
Indicative
Draft and classify support replies while respecting policy and escalation rules.
Info checkedmedium risk
Local Notes Research Skill
Skill · Research, File / Document
54/100
Indicative
Search local notes, summarize clusters, and identify source-backed follow-ups.
Info checkedmedium risk
Source Compare Agent
Agent Template · Research, Automation
54/100
Indicative
Compare multiple projects or sources and produce a grounded decision matrix.
Info checkedmedium risk
Knowledge Base Curator Workflow
Workflow Template · Research, File / Document +1
54/100
Indicative
Turn scattered docs and notes into deduplicated knowledge base entries with source links.
Info checkedmedium risk