Trending MCP servers

Read-only analysis of intracortical BCI recordings (NWB, DANDI, WAV): spikes, PSTHs, decoding, plots

Probes vector-database endpoints for unauthenticated exposure of embeddings/RAG data

Generate PDF documents locally with text, headings, and pages. No network and no key.

Give your agent a body: observe and control simulated robots (LIBERO, RoboDojo) over MCP.

Manage MagicSword endpoints, alerts, policies, and private intelligence through MCP.

Read-only Stellar analytics: network and fees, asset checks, SDEX books, accounts, DeFi.

Check if a password has appeared in known breaches without sending the password. No key required.

Reconciling memory for AI agents: a changed fact retires the old value, with history and approval.

Send SMS, manage approved sender IDs, and check credits via KindleSMS.

Query OpenStreetMap features like cafes, schools, and parks through Overpass. No key required.

MCP server for Chess.com player profiles, games, stats, puzzles, clubs, and tournaments

Make AI apps answer your way, check with you before acting, and get approvals on your phone.

Your agent already broke this three times. ChangeBook tells it before the fourth.

Local-first semantic code search across all your repos. Private context for AI coding assistants.

MCP server for IVOA astronomical archives: NOIRLab Astro Data Lab, NRAO/ALMA, CADC, ESO, Gaia

Heartwood Memory — governed AI agent memory; signed provenance. BUSL-1.1; not OSI open source.

Verifies news stories, mines SEO keywords, builds schema and reviews your draft. You write it.

Verify a proposed action against a signed Agent Mandate without executing or mutating accounts.

.NET assembly introspection MCP server with advanced reflection and type analysis capabilities

Read, search and fill PDFs as markdown, text, tables, forms. Your documents stay on your machine.

55Trust score 55 of 100, Fair

Astra DB tools for agents: schema, find, vector search, guarded writes, and interactive views.

Fail-closed MCP adapter for untrusted model output over a local Tkach runtime.

Engineering-grade MCP debugging SDK turning the PPSSPP PSP emulator into an AI-debuggable target.

Bond pricing, duration, DV01 and convexity for AI agents, with numerical cross-checks built in.