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Search MCP servers and agent skills by name, description, category or topic — 96 results.

MCP Server Active

yamantaka520/Agent-Memory-OS

Local-first memory engine for AI-agent teams: private/team/project ACL (a hard gate before ranking), associative recall, and federated sync where revocation propagates across nodes. SQLite + FTS5, no LLM required; MCP server + web console included. `pip install 'agent-memory-os[mcp]'`

3 Python Updated yesterday Score 56
MCP Server Active

zhaoyue722/llm-usage-mcp

Local-first LLM API cost tracker. Captures usage across Anthropic, OpenAI, Qwen, and DeepSeek into a local SQLite ledger and exposes spend queries, provider comparison, and recommendations as MCP tools — with first-class Chinese-provider support (CNY→USD). Install: `uvx llm-usage-mcp`.

3 Python Updated today Score 56
MCP Server Active

anup-shesh/garmin-local-mcp

Local-first Garmin data warehouse: incremental sync into SQLite you own, with server-side trends, lag-aware correlations, personal baselines, and anomaly detection returned as compact tables. Analysis keeps working offline when Garmin's API breaks, and a zero-auth FIT-bundle import fills gaps with no login at all.

3 Python Updated 22d ago Score 56
MCP Server Stale

pi22by7/In-Memoria

Persistent intelligence infrastructure for agentic development that gives AI coding assistants cumulative memory and pattern learning. Hybrid TypeScript/Rust implementation with local-first storage using SQLite + SurrealDB for semantic analysis and incremental codebase understanding.

169 Rust Updated 7mo ago Score 55
MCP Server Active

SurajKGoyal/amnesic

The MCP server that remembers your database — persists table/column annotations, an FK relationship graph, and searchable notes across sessions, so the model stops re-discovering your schema every time. PostgreSQL, MySQL, MSSQL, SQLite; read-only-enforced.

2 Python Updated 25d ago Score 55
MCP Server Active

whyy9527/ariadne

Cross-service API dependency graph for microservice codebases. Give it a business term or endpoint name; get back a ranked chain of GraphQL operations, REST endpoints, Kafka topics, and frontend queries across all services. Offline, local SQLite + TF-IDF + optional embeddings.

2 Python Updated 20d ago Score 55
MCP Server Active

atomno-labs/mcp-egrul

Russian state registries EGRUL (legal entities) and EGRIP (individual entrepreneurs), built on official Federal Tax Service open-data dumps. Self-hosted via local SQLite, no API key required.

2 Python Updated 18d ago Score 55
MCP Server Active

partymola/monzo-mcp

Read-only MCP server for the Monzo banking API (UK). OAuth with auto-refresh, local SQLite transaction cache, full-text search, and spending analysis with category breakdowns.

2 Python Updated 7d ago Score 55
MCP Server Active

edobusy/agenthold

Shared versioned state store with optimistic concurrency control for coordinating concurrent AI agents. SQLite-backed claim/release locks and append-only audit log.

2 Python Updated 25d ago Score 55
MCP Server Active

teflon07/memkeeper

Local-first memory for AI agents: a single self-contained Rust binary over one SQLite file. Hybrid BM25/FTS + on-device ONNX embeddings + cross-encoder rerank; abstains instead of returning a confident wrong memory. No server, no API key, zero marginal cost. `memkeeper mcp`

2 Rust Updated 9d ago Score 55
MCP Server Maintained

michielinksee/linksee-memory

Local-first cross-agent memory with a 6-layer structure, Ebbinghaus-style forgetting curve, and drift detection that catches when code diverges from past decisions. One SQLite file shared across Claude Code, Cursor, Codex, and Gemini — no account or API key. `npx linksee-memory`

13 JavaScript Updated 1mo ago Score 54
MCP Server Active

turbyho/fw-context-mcp

Build-aware code intelligence for embedded C/C++ firmware. Indexes your project from compile_commands.json via libclang into SQLite+FTS5. 31 MCP tools for symbol search, call graphs, hotspot analysis, dead code detection, and vector search. For Zephyr, PlatformIO, Mbed OS, Arduino, FreeRTOS.

6 Python Updated today Score 53
MCP Server Active

croc100/Litescope

MCP-first operations toolchain for SQLite, Cloudflare D1, and Turso. Inspect, diff, migrate, monitor, back up, and repair databases over stdio. Read-only by default; writes are opt-in, dry-run first, and auto-snapshot before applying. `npx -y litescope mcp`

1 Go Updated 19d ago Score 53
MCP Server Active

atakanelik34/Bilinc

Hosted agent memory that keeps an audit trail. Three tools — `commit_mem`, `recall`, `status` — where each write carries provenance (which run, tool, or operator produced it), contradictions with prior state surface as inspectable changes rather than silent overwrites, and a bad run is recovered from a snapshot instead of repaired by hand. `pip install -U bilinc`

1 Python Updated 2d ago Score 53
MCP Server Active

edithatogo/fyi-cli

Multi-jurisdiction Freedom of Information / Official Information request tracker (`fyi-mcp`) for Alaveteli platforms (FYI.org.nz, WhatDoTheyKnow, RightToKnow, and more). Local SQLite storage with tools for requests, authorities, correspondence, offline sync, and health checks. Official MCP Registry: `io.github.edithatogo/fyi-mcp`.

1 Python Updated yesterday Score 53
MCP Server Active

partymola/fitbit-mcp

MCP server for the Fitbit Web API. OAuth 2.0 PKCE, local SQLite cache with auto-sync, and trend analysis. Tools for heart rate, activity, exercises, sleep, weight, SpO2, and HRV.

1 Python Updated 7d ago Score 53
MCP Server Maintained

krimto-labs/krimto

Open-source team memory layer for AI coding agents. Markdown files in git as storage, a user→team→org hierarchy as the access primitive, and one cross-vendor MCP server (Claude Code, Cursor, Codex, Gemini CLI). Hybrid SQLite + sqlite-vec retrieval. Apache-2.0.

6 TypeScript Updated 2mo ago Score 51
MCP Server Active

pavelpilyak/devrecall

Local-first developer activity aggregator. Indexes commits, PRs, Jira/Linear tickets, Confluence docs, Slack threads, and Calendar events into SQLite + FTS5 + on-device ONNX embeddings; exposes 15 tools, 3 resources, and 3 prompts so Claude Code, Cursor, and Codex can search and cite your past work. `brew install --cask pavelpilyak/devrecall/devrecall`

3 Go Updated yesterday Score 51
MCP Server Stale

srclight/srclight

Deep code indexing MCP server with SQLite FTS5, tree-sitter, and embeddings. 29 tools for symbol search, call graphs, git intelligence, and hybrid semantic search.

52 Python Updated 3mo ago Score 50
MCP Server Maintained

HasanJahidul/terminal-history-mcp

Full-text search over your shell history (zsh / bash / fish) via SQLite FTS5. Local-only. 11-pattern secret redaction runs BEFORE insert. Captures cwd / exit code / duration via opt-in shell hook. Tools: `search_history`, `recent_in_dir`, `failed_commands`, `command_chains`, `reindex`.

4 TypeScript Updated 2mo ago Score 50
MCP Server Maintained

Skitchy/rekindle

Session continuity engine that solves session orientation. Boot reports with gap detection and 100-point scoring, structured end-session capture with typed continuity records, and BM25 memory search. 7 tools, local SQLite + FTS5, zero API keys. `npx rekindle`

4 TypeScript Updated 2mo ago Score 50
MCP Server Maintained

Semiotronika/LINZA-MCP

Local-first review-gated sidecar for Markdown workspaces. Indexes notes and incoming artifacts into SQLite, proposes domains, links, memory, and growth cards with evidence, and keeps source files unchanged until explicit review. `pip install linza-mcp`

4 Python Updated 2mo ago Score 50
MCP Server Maintained

TheStack-ai/waypath

Local-first external brain CLI for coding agents. SQLite-backed context, graph-aware recall via FTS5 and RRF, and governed memory with explicit promote and review gates. Ships Codex and Claude Code host shims and a native MCP server.

4 TypeScript Updated 1mo ago Score 50
MCP Server Active

lfrmonteiro99/memento-mcp

Local-first persistent memory for AI coding agents. Captures facts, decisions, patterns, and architecture notes in SQLite (with optional cloud embeddings) to reduce repeated context across sessions.

2 TypeScript Updated 7d ago Score 50
MCP Server Active

partymola/bosch-flow-mcp

MCP server for Bosch eBike Flow (Smart System / BES3). Read-only, signs in with your own Bosch account via PKCE. Battery health and charge-cycle trends, components and firmware, live state-of-charge, and per-ride activity data (distance, elevation, power, assist-mode, CO2). Local SQLite cache with auto-sync.

0 Python Updated 7d ago Score 50
MCP Server Active

partymola/withings-mcp

MCP server for the Withings Health API: OAuth, local SQLite cache, and trend analysis for body composition, sleep, activity, workouts, and ECG.

0 Python Updated 7d ago Score 50
MCP Server Maintained

davidgut1982/lore-mcp

Persistent knowledge layer for AI agents. KB, investigation threads, journal with multi-agent attribution. SQLite/PostgreSQL/Supabase.

3 Python Updated 2mo ago Score 49
MCP Server Maintained

kosminus/querywise-mcp

Query SQL databases (SQLite, PostgreSQL, BigQuery, Databricks) in natural language through a business semantic layer — glossary, metrics, and a data dictionary grounded against your real schema.

2 Python Updated 2mo ago Score 48
MCP Server Maintained

fenghaochang/LoreRoom

Encrypted, local memory for your Claude Code Telegram bot. Captures both sides of the conversation at the plugin source (survives restarts and crashes) and recalls it via MCP tools — whole-file SQLCipher encryption, FTS5 full-text search (CJK-friendly), never touches your bot token.

2 TypeScript Updated 1mo ago Score 48
MCP Server Active

rajanshxrma/cadence

Local-first health context from WHOOP and Apple Health — sleep, recovery, workouts, and personal baselines in a local SQLite store.

1 Python Updated 10d ago Score 48
MCP Server Active

soolaugust/0CompactMem

Persistent memory MCP server with OS-style demand paging, kswapd-style eviction, and mlock pinning. Multi-agent shared SQLite store with BM25 + FTS5 retrieval, importance scoring, and capacity-aware reclaim. 5 tools: `memory_lookup`, `pin_memory`, `unpin_memory`, `memory_stats`, `list_pinned`. `uvx --from git+https://github.com/soolaugust/0CompactMem memory-os`

4 Python Updated 19d ago Score 47
MCP Server Stale

aitytech/agentkits-memory

Persistent memory for AI coding assistants with hybrid search (FTS5 + vector embeddings), session tracking, automatic context hooks, and web viewer. SQLite-based with no daemon process — works with Claude Code, Cursor, Windsurf, and any MCP client.

64 TypeScript Updated 5mo ago Score 46
MCP Server Maintained

vighriday/Veris

Behavioral verification intelligence for autonomous coding agents. Builds a behavioral graph of any TS/JS repo, clusters into 25 semantic workflows (Auth, Payments, Webhooks, Caching, Queue, etc.), detects drift, generates concrete adversarial probes (idempotency, retry storm, cache stampede, replay), emits per-workflow risk + confidence. 17 MCP tools. Local SQLite state. Zero cloud. MIT.

1 TypeScript Updated 2mo ago Score 46
MCP Server Maintained

06ketan/substack-ops

Substack with **zero AI API keys**. 26 tools (posts, notes, comments, replies, reactions, restacks). Host LLM drafts via `propose_reply` → `confirm_reply` tokens. SQLite dedup, JSONL audit, dry-run default. Install: `uvx substack-ops mcp install cursor`.

1 Python Updated 2mo ago Score 46
MCP Server Inactive

TheRaLabs/legion-mcp

Universal database MCP server supporting multiple database types including PostgreSQL, Redshift, CockroachDB, MySQL, RDS MySQL, Microsoft SQL Server, BigQuery, Oracle DB, and SQLite.

94 Python Updated 1y ago Score 45
MCP Server Active

adityarya24/astro-skill

Open-source Vedic astrology engine and stdio MCP server — deterministic kundali, Vimshottari dasha (maha/antar/pratyantar), panchang, gochar + Sade Sati, ashtakavarga, guna milan, divisional charts, and 12-page Hindi janma patrika PDFs. Bundled Swiss Ephemeris, SQLite client storage, no API key.

0 Python Updated 6d ago Score 45
MCP Server Stale

spranab/saga-mcp

A Jira-like project tracker for AI agents with full hierarchy (Projects > Epics > Tasks > Subtasks), task dependencies with auto-block/unblock, threaded comments, reusable templates, activity logging, and a natural language dashboard. SQLite-backed, 31 tools.

31 TypeScript Updated 3mo ago Score 43
MCP Server Stale

ailenshen/apple-notes-mcp

Read and write Apple Notes with bidirectional Markdown conversion. Fast SQLite queries for listing/searching, AppleScript + native import for full CRUD. Supports stdio and Streamable HTTP transports.

10 TypeScript Updated 3mo ago Score 43
MCP Server Active

ugurcl/dbridge-mcp

Query SQLite, PostgreSQL, and MySQL in plain language — read-only by design, with column hiding/masking, row caps, per-query timeouts, cost-based rejection, and rate limiting.

1 TypeScript Updated 27d ago Score 43
MCP Server Stale

tomohiro-owada/devrag

Lightweight local RAG MCP server for semantic vector search over markdown documents. Reduces token consumption by 40x with sqlite-vec and multilingual-e5-small embeddings. Supports filtered search by directory and filename patterns.

62 Go Updated 3mo ago Score 41
MCP Server Stale

ErebusEnigma/context-memory

Persistent, searchable context storage across Claude Code sessions using SQLite FTS5. Save sessions with AI-generated summaries, two-tier full-text search, checkpoint recovery, and a web dashboard.

5 Python Updated 5mo ago Score 41
MCP Server Maintained

mahAnuj/mcp-multi-db

One MCP server for PostgreSQL, MySQL, and SQLite. Unified read-only tools (`list_databases`, `list_tables`, `describe_table`, `run_query`) across all three engines with two-layer read-only enforcement (SQL-text guard + DB-level read-only transactions). Install: `npx -y mcp-multi-db`.

1 TypeScript Updated 1mo ago Score 41
MCP Server Stale

Thezenmonster/agentmem

Governed memory for coding agents with trust lifecycle (hypothesis → active → validated → deprecated), conflict detection, staleness tracking, and health scoring. SQLite + FTS5, zero infrastructure. `pip install quilmem[mcp]`

3 Python Updated 3mo ago Score 39
MCP Server Stale

ShipItAndPray/mcp-memory

Smart memory with exponential decay. Memories strengthen on access and fade when unused — solving the Karpathy problem of unbounded context growth. 7 tools, SQLite-based, zero dependencies.

2 JavaScript Updated 4mo ago Score 38
MCP Server Stale

timmx7/acheron-mcp-server

Cross-surface persistent memory for Claude. Bridges context between Claude Chat, Code, and Cowork via local SQLite with full-text search. Save decisions, preferences, and insights in one surface, retrieve them in any other.

6 TypeScript Updated 4mo ago Score 36
MCP Server Stale

Cartisien/engram-mcp

Persistent semantic memory for AI agents. SQLite-backed, local-first, zero config. Semantic search via Ollama embeddings (nomic-embed-text) with keyword fallback. remember, recall, history, forget, and stats tools. Works with Claude Desktop, Cursor, and any MCP client.

1 TypeScript Updated 3mo ago Score 36
MCP Server Stale

pfillion42/memviz

Visual explorer for [MCP Memory Service](https://github.com/doobidoo/mcp-memory-service) SQLite-vec databases. Browse, search, filter, edit memories with dashboard, timeline, UMAP projection, semantic clustering, duplicate detection, and association graph.

1 TypeScript Updated 5mo ago Score 36
MCP Server Inactive

bart6114/my-bear-mcp-server

Allows to read notes and tags for the Bear Note taking app, through a direct integration with Bear's sqlitedb.

15 JavaScript Updated 1y ago Score 32
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