mcp
Sorted by GitHub stars, which measures attention rather than fitness. Read the release date and the commit count next to it before picking one.
| Tool | Stars |
|---|---|
Local-first durable AI memory with policy-bound recall and a typed project graph. no licence · released 2026-08-25 | n/a |
Private-by-default, local-first memory/context/task orchestrator for MCP apps and agents. no licence · released 2026-02-24 | n/a |
Intelligent context infrastructure for AI teams: knowledge graph, sessions, tasks, documents. no licence · released 2026-05-04 | n/a |
Describe what's going wrong with your AI; get the named technique both of you can read. No auth. no licence · released 2026-07-22 | n/a |
Persistent memory and cross-session learning for AI coding assistants (hosted remote MCP). no licence · released 2026-07-13 | n/a |
Project memory, semantic code search, and grounded agent context. no licence · released 2026-09-07 | n/a |
ContextStream MCP server for code context, memory, search, and AI tools. no licence · released 2026-07-13 | n/a |
Persistent memory and knowledge graph for AI assistants — keyword + vector + graph search. no licence · released 2026-04-09 | n/a |
Never explain the same context twice. Capture it once, load it anywhere, fork it to make it yours. no licence · released 2026-08-21 | n/a |
Share one project context across ChatGPT, Claude, Telegram and any MCP client. no licence · released 2026-08-29 | n/a |
Efficient context management: code search, evidence packs, and memory for coding agents. no licence · released 2026-05-15 | n/a |
BC/DR & compliance tools: DORA, NIS2, NIST CSF, GDPR, SOC 2, CMMC, CAF, ISO 27001, FCA/PRA. no licence · released 2026-07-06 | n/a |
Install the ContinueWith AI handoff widget from coding agents (Cursor, Claude Code, Codex). no licence · released 2026-07-06 | n/a |
Contio MeetingOS: meetings, transcripts, action items, agendas, calendar, and project management. no licence · released 2026-08-06 | n/a |
Import, review and track renewals on your business contracts from your AI assistant. no licence · released 2026-09-06 | n/a |
Chinese labor & service contract risk assessment with 25 categories and local law differences. no licence · released 2026-08-28 | n/a |
Scans Base L2 smart contracts for security risks. Risk score 0-100, detects backdoors & proxies. no licence · released 2026-03-17 | n/a |
Did this contractor's licence change? Observed lapses and reinstatements, not a snapshot. no licence · released 2026-09-07 | n/a |
Verify contractor licenses: 50 states + DC + 8 cities — status, expiration, disciplinary history. no licence · released 2026-05-07 | n/a |
Contrast ratio for two hex colors no licence · released 2026-09-08 | n/a |
55 tools, 7 Resources, Sigma rules, email SPF/DMARC, MITRE, CVE/KEV, risk_score. No key. no licence · released 2026-08-24 | n/a |
Contribution Exchange MCP: domain discovery, policies, preflight, proposals, and signals. no licence · released 2026-08-26 | n/a |
Control Plane (controlplane.com): deploy and operate workloads across AWS, GCP, Azure, and more. no licence · released 2026-07-20 | n/a |
List, schedule, and retrieve evidence for ControlDrill incident-response tabletop exercises. no licence · released 2026-09-01 | n/a |
Governed MCP workflows with policy validation, findings tracking, and review gates. no licence · released 2026-04-18 | n/a |
GA4 conversion analyst inside Claude — funnel drops, traffic anomalies, device gaps, with numbers. no licence · released 2026-08-12 | n/a |
Analyze Convai sessions, latency, reliability, usage, and provider telemetry via API key. no licence · released 2026-05-12 | n/a |
Memory for coding conventions and standing instructions that persists across sessions. no licence · released 2026-09-07 | n/a |
Qualitative research platform. Design studies, analyze interviews, and generate insights. no licence · released 2026-05-06 | n/a |
Compare one prompt across a multi-model panel side by side, with public verification receipts. no licence · released 2026-07-09 | n/a |
Multi-model Critique and Iterate document reviews with public verification receipts. no licence · released 2026-07-09 | n/a |
The first fiscal MCP server for Spain: IAE/CNAE 2025, AEAT modelos, IRPF/IVA, RETA quota. no licence · released 2026-06-02 | n/a |
Convert files between 400+ image, video, audio, document, ebook, archive and font formats. no licence · released 2026-09-02 | n/a |
Create and manage Convertrilo video encoding jobs from MCP clients and agent workflows. no licence · released 2026-07-06 | n/a |
Create, preview, publish, and measure landing pages from Claude, Codex, or any MCP client. no licence · released 2026-06-12 | n/a |
Cook County / Chicago property by address or PIN: sales, permits, assessments, comps. 25 free/day. no licence · released 2026-08-29 | n/a |
Create, translate, and plan Cookidoo recipes with guided Thermomix actions and shopping lists. no licence · released 2026-07-29 | n/a |
Cookie consent scanner: GDPR, CCPA, GCMv2. PASS/FAIL compliance checklists with fix recommendations. no licence · released 2026-05-24 | n/a |
Cookieless dashboard aggregates for Claude and Cursor. No visitor hashes. Starter and Growth. no licence · released 2026-08-28 | n/a |
AI user research via studies, interviews, recruitment, reports, and quantitative surveys. no licence · released 2026-03-28 | n/a |
Non functional server (yet) no licence · released 2025-11-28 | n/a |
Instruments for what a model cannot know on its own: time, randomness, DNS, hashes, receipts. no licence · released 2026-09-08 | n/a |
MCP server for Coolify API operations. no licence · released 2026-08-24 | n/a |
Scheduling, availability, clients, billing and CRM for appointment-based services. no licence · released 2026-07-25 | n/a |
Coordinate geometry MCP. no licence · released 2026-07-01 | n/a |
Schedules and results for the 2026 FIFA World Cup in natural language: today's matches, kickoff time no licence · released 2026-08-21 | n/a |
Persistent semantic memory for AI agents using local ChromaDB vector search. No cloud required. no licence · released 2026-03-15 | n/a |
Query and manage Copilot Money personal finances — local reads, opt-in GraphQL writes. no licence · released 2026-07-18 | n/a |
Score your copy instantly and access 560+ guides on persuasion, hooks, and sales writing. no licence · released 2026-07-02 | n/a |
Preflight utility evidence, open a $149 scan checkout, and file scoped buyer intake. no licence · released 2026-08-30 | n/a |
Search generator guides, check connector compatibility, and plan generator cord size. no licence · released 2026-08-31 | n/a |
Cordon for MCP. Security gateway with policy enforcement, audit log, and HITL approvals. no licence · released 2026-05-22 | n/a |
Search real businesses, then read profiles, services and hours or contact them, in one endpoint. no licence · released 2026-08-19 | n/a |
CoreModels schema editor: nodes, mixins, relations, JSON Schema import/export. Sign-in required. no licence · released 2026-05-20 | n/a |
Extract structured insights from videos, podcasts, articles, and PDFs with multi-model AI no licence · released 2026-07-04 | n/a |
Run AI customer support from your terminal: conversations, knowledge base, and chat widget. no licence · released 2026-07-24 | n/a |
Generate images and videos via the Corent API — auto model routing with provider fallback. no licence · released 2026-07-18 | n/a |
Coresignal MCP — LinkedIn-adjacent company + employee data (coresignal.com) no licence · released 2026-07-02 | n/a |
Every Cork API operation, plus cross-client risk attribution and exploitability-first vuln triage. no licence · released 2026-09-06 | n/a |
Deterministic visual inspection for AI agents. Overlap, overflow, contrast, quality. no licence · released 2026-09-04 | n/a |
All categories · data from awesome-selfhosted, CC BY-SA 3.0