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AI Research Tool
(423)
D
open source
DopamineDesk Marketplace MCP
Discovers and purchases hosted company, market and endpoint research reports through MCP. Free previews omit paid decision data; purchases use real USDC payments or third-party credits, with optional local automatic payment.
AI Research Tool
I
open source
Intelligence MCP (Good Meta)
Scans GitHub, Hacker News and npm for agent-payment developments and classifies opportunities through MCP. Requires data/model credentials and supports paid scans; rankings and protocol descriptions need independent checking.
AI Research Tool
F
open source
FundzWatch MCP
FundzWatch MCP retrieves company funding, hiring, refinancing and benefits-plan signals with supporting pages. Seven keyless tools return limited answer sections; scored leads, watchlists and full feeds require Pro or Strategic access. UCC coverage is California and Colorado, and lead scores are prioritization signals rather than confirmed buying intent.
AI Research Tool
F
open source
Foretak Registry MCP
Foretak Registry MCP exposes UK, Norwegian and Swedish company records and filing deadlines through read-only MCP/REST, retaining source and freshness metadata. Self-hosted UK/Swedish lookups require upstream credentials. Swedish name search is unsupported; missing fields remain unknown. It does not verify bank accounts, beneficial owners or sanctions compliance.
AI Research Tool
F
open source
Finlight MCP
Finlight MCP searches financial news, retrieves enriched articles and lists sources, with sentiment and company identifiers. It uses a hosted service through OAuth or an API key; its local wrapper is a bridge. Requests consume plan quota, and real-time access depends on the paid tier.
AI Research Tool
P
open source
psearch
Terminal and MCP search tool combines Parallel Search discovery, local Chromium fetching and Jev evidence ranking. Requires a TypeSafe key and browser; upstream limits and inaccessible pages restrict coverage, and ranked excerpts still need source checking.
AI Research Tool
F
open source
Futuristic Risk Intelligence MCP
Futuristic Risk Intelligence MCP serves published conflict-risk estimates and political-event data through a Python client/feed. These probabilities are research estimates, not independently established forecasts. Maritime traffic is suspended for unreliable AIS snapshots. Data is free for non-commercial use; commercial use needs licensing.
AI Research Tool
C
open source
Cliwant SAM.gov MCP
Cliwant SAM.gov MCP queries public procurement, spending, regulation and partner-vetting data through a local server. Most sources are keyless, while selected economic APIs need credentials. Upstream limits, availability and snapshot dates affect coverage. It is independent of government and neither submits bids nor certifies compliance by retrieving records.
AI Research Tool
P
open source
Prop Firm Deal Finder MCP
Prop Firm Deal Finder MCP searches a provider’s trading-firm offers, compares firm profiles and challenge prices, and returns discount codes. It is keyless and includes promotional links/codes. Coverage is limited to its catalog; advertised discounts do not establish eligibility, firm reliability or trading profitability.
AI Research Tool
C
open source
Central Bank Rates MCP
Central Bank Rates MCP retrieves published bank and tax-authority exchange rates through AllRatesToday. Latest tables can be keyless; dated tables and deeper history require paid access. Rates follow publication dates, not live market prices, and computed cross-rates are marked as derived.
AI Research Tool
B
open source
Blocksize Market Data MCP
A read-only MCP wrapper searches Blocksize instruments, pricing and documentation and builds paid-data URLs; this package does not retrieve live prices or submit payments, which require separate hosted API access under its terms.
AI Research Tool
I
open source
ITIN Finance MCP
Read-only MCP tools search ITIN lending guides, FAQs and institution profiles with citations and verification dates; they do not submit loan applications, and tool names and arguments are logged to the operator’s telemetry service.
AI Research Tool
M
open source
MCP EGRUL
MCP lookup of Russian company and entrepreneur registry records using local SQLite imports. Users must obtain and load FNS dumps themselves; the importer does not download them, and hosted Pro is still in development.
AI Research Tool
W
open source
Webctl
Webctl is an agent search CLI that combines providers, deduplicates results and optionally uses Jev to rank snippets or scraped chunks against a goal. Keyless search is throttled; configured providers and Jev may incur charges. Filtering can discard useful context, and reduced output does not guarantee better answers or lower total cost.
AI Research Tool
A
open source
AegisGov SEC MCP
AegisGov SEC MCP exposes company search, profiles, filings and XBRL financial data through hosted endpoints or a local server. It retrieves SEC EDGAR sources without a user API key. The README describes a free beta with future x402 payments; upstream availability and filing quality still limit results, despite its accuracy claims.
AI Research Tool
I
open source
Intelica MCP
A hosted MCP service generates structured competitive analysis, market positioning and action plans from company descriptions or URLs; use requires paid USDC calls or a limited trial key, and recommendations are model-generated analysis rather than executed business actions.
AI Research Tool
B
open source
BORME MCP
BORME MCP queries Spanish company-registry events, timelines, daily summaries and derived signals. Its hosted service is read-only with capped results and partial tax-ID coverage; self-hosting requires a separately populated PostgreSQL dataset.
AI Research Tool
G
open source
GAUGE MCP
GAUGE MCP gives AI agents access to environmental, agricultural, energy, shipping and filing signals with source records and timestamp receipts. Some tools are free; paid calls require USDC on Base and wallet configuration. Timestamp proofs establish record existence by a time, not factual accuracy or collection time.
AI Research Tool
J
open source
JevDeepResearch
JevDeepResearch combines GPT planning, BM25 document retrieval and parallel Jev relevance judgments, then returns original passages for GPT verification. Live use needs model credentials and a document index. Offline fixtures are synthetic, and small development tests do not isolate quality or cost gains from retrieval breadth and concurrency changes.
AI Research Tool
O
open source
OpenPitch
OpenPitch combines a startup-metrics pipeline, local dashboard and MCP access to revenue, funding and valuation evidence. It tracks provenance, confidence, changes and conflicting estimates. Public and self-reported figures are not independently verified financial statements; freshness depends on the collection pipeline.
AI Research Tool
B
open source
BirdNET-Go MCP
BirdNET-Go MCP and CLI query a BirdNET-Go v 2 station for recent and historical detections, species statistics and audio clips. They require an accessible station and its configured credentials. Confidence scores are classifier outputs, not confirmed sightings; raw audio sent to multimodal clients can consume substantial context.
AI Research Tool
G
open source
gov-data-mcp
gov-data-mcp connects agents to US government datasets through Apify actors for environmental, infrastructure, hazard and other research. It needs an Apify token and result-based credits. Responses distinguish failed runs from genuine empty matches; screening outputs do not replace official determinations or professional assessment.
AI Research Tool
A
open source
Atmospore MCP
Atmospore MCP retrieves pollen forecasts, leading species and area averages from Atmospore. The model has approximately 28 km spatial resolution, so it is not a street-level sensor. An API key and daily quota apply, with paid plans for heavier use.
AI Research Tool
A
open source
Ambee MCP
Ambee MCP retrieves current air quality, pollen and weather plus 48-hour forecasts by coordinates. It requires an Ambee key and shares API quotas. Missing coverage, rate limits and quota-truncated responses remain possible; forecasts are data inputs rather than guaranteed local conditions.
AI Research Tool
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