Search & Research

jaeger-mcp

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Jaeger MCP — search traces, inspect spans, map service dependencies (read-only).

smart-connections-mcp

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Local semantic search over Obsidian vaults via Smart Connections embeddings.

vg-resource-mcp

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Search and download sprites, models, textures, and sounds from VG Resource.

rom-mcp

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Search ROMs across Internet Archive, ROMsgames, CoolROM, and more.

opensearch-mcp

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Search OpenSearch indices, manage documents, check health and stats.

meilisearch-mcp

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Search indexes, manage documents, check health and stats.

better-bear

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

MCP server for Bear notes — read, search, create, edit, tag, and manage notes via CloudKit

universal-research-mcp

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Provenance-first research memory with hash-bound evidence and a fail-closed eligibility gate.

seo-backlinks

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Backlinks, Domain Rating & expired-domain drops via seo-backlinks.net (Common Crawl)

gedfire

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

GEDCOM CLI and MCP server for AI-assisted family-history research with reviewable changesets.

gitcontribute

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Local-first GitHub contribution research workbench

Codeix

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Fast semantic code search for AI agents — find symbols, references, and callers across any codebase

Lumnix

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

E-commerce research via MCP.

canlii

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Search Canadian case law, browse legislation, and check citations via the CanLII API.

polymarket-news-mcp

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Match news headlines to the Polymarket prediction markets they move - live odds and deep links

Favro

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Favro cards, boards and collections over MCP: read, search, write, and resolve names to ids.

Enterprise Architect

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Read-only search and navigation of Sparx Enterprise Architect .qea model exports

scholar

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Hardened Scholar MCP for deep academic research (Scopus, OpenAlex, Unpaywall) with PDF vision.

Mixpeek

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Give your agent eyes.

pgvector

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Similarity search, hybrid search, and index management for pgvector-backed PostgreSQL tables

gdpr-decisions

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

EU GDPR decisions by thedpo.eu — search all EU DPA decisions and recommendations

tooluniverse

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

2,500+ scientific tools for AI scientists: life science, research, literature, and more.

rocketchat-mcp

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

MCP server for Rocket.Chat — messages, DMs, search, files, and channels over stdio

npm

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

MCP server for npm package management — publish, version, search, audit, and more

gsc

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

MCP server for Google Search Console & Indexing API — search analytics, sitemaps, URL inspection

dynadot

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

MCP server for Dynadot domain registrar — domain search, registration, DNS, and transfers

Enterprise Research Evidence Chain

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Read-only enterprise research MCP: frameworks, frozen snapshots, sourced results.

mcp

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Domain registrar for AI agents.

hot-memory-mcp

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Two-tier memory: hot cache (0ms) + semantic search.

ContextPull

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Exact document sections on demand for LLM agents: index in context, search, read, grep, neighbours.