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Browse all Model Context Protocol servers with quality scores, stars, languages and maintenance activity.

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435 results (<1ms) · data updated 2026-08-14

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Khamel83/argus C MCP Server Active

Khamel83/argus

Multi-provider search broker with automatic fallback, RRF ranking, content extraction, and budget enforcement.

★ 3 Python Updated today Score 56 Search & Data Extraction

nagameTW/mcp-server-malcolm C MCP Server Active

nagameTW/mcp-server-malcolm

The first MCP server for [Malcolm](https://malcolm.fyi), the open-source network traffic analysis suite (Zeek + Suricata + Arkime + OpenSearch + NetBox). Gives AI agents structured, threat-hunting access: search and aggregate traffic, discover fields, query Suricata alerts, browse Arkime sessions, and resolve NetBox assets. Read-only by default; opt-in, audited write classes for alerts, tagging, h

★ 3 Python Updated 2d ago Score 56 Security

anup-shesh/garmin-local-mcp C 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 7d ago Score 56 Sports

DanielTomaro13/sportsdata-mcp C MCP Server Active

DanielTomaro13/sportsdata-mcp

Live sports data and cross-book betting odds as ~500 tools across 28 providers — 10+ bookmakers (Sportsbet, TAB, Betfair, Pinnacle, FanDuel…), official league feeds (NBA, MLB, EPL, AFL, NRL, F1 telemetry), racing, and Kalshi/Polymarket prediction markets. Zero-config setup, no API keys for most providers. MIT.

★ 3 Python Updated today Score 56 Sports

molanojustin/smithsonian-mcp C MCP Server Active

molanojustin/smithsonian-mcp

MCP server that provides AI assistants with access to the Smithsonian Institution's Open Access collections.

★ 10 Python Updated 28d ago Score 55 Art & Culture

maxkuminov/obsidian-mcp C MCP Server Active

maxkuminov/obsidian-mcp

Self-hosted MCP server for Obsidian with semantic + full-text search over PostgreSQL/pgvector, wikilink graph traversal, atomic note CRUD, OAuth 2.0, and a self-describing vault guide.

★ 9 Python Updated 7d ago Score 55 Knowledge & Memory

devopam/MCPg C MCP Server Active

devopam/MCPg

Production-grade PostgreSQL MCP server with 100+ tools for catalog introspection, AST-validated safe query execution, index tuning, natural-language SQL, pgvector/TimescaleDB/AGE integrations, and HTTP/stdio transports.

★ 8 Python Updated yesterday Score 55 Databases

yannbrrd/simple_snowflake_mcp C MCP Server Active

YannBrrd/simple_snowflake_mcp

Simple Snowflake MCP server that works behind a corporate proxy. Read and write (optional) operations

★ 8 Python Updated 28d ago Score 55 Databases

Dudude-bit/yandex-lavka-mcp C MCP Server Active

Dudude-bit/yandex-lavka-mcp

Order groceries from **Yandex Lavka** (Russia): search the catalog, build a cart, and place an order with a two-step confirmation before any charge. Unofficial (reverse-engineered private web API); local stdio or remote HTTP with OAuth. `uvx yandex-lavka-mcp`.

★ 8 Python Updated 21d ago Score 55 Delivery

openMF/mcp-mifosx-self-service C MCP Server Active

openMF/mcp-mifosx-self-service

A self-service integration for user registration, authentication, account management, transactions, and third-party transfers with Apache Fineract.

★ 8 Python Updated 24d ago Score 55 Finance & Fintech

khglynn/spotify-bulk-actions-mcp C MCP Server Active

khglynn/spotify-bulk-actions-mcp

Bulk Spotify operations with confidence-scored song matching, batch playlist creation from CSV/podcast lists, and library exports for discovering your most-saved artists and albums.

★ 2 Python Updated 2d ago Score 55 Art & Culture

gerard-kanters/mcp-linux-tools C MCP Server Active

gerard-kanters/mcp-linux-tools

Administer a Linux server from an MCP client such as Cursor or VS Code: read files and tail logs, check/reload/restart systemd services, manage cron jobs inside a dedicated crontab section, run read-only MySQL queries, drive WP-CLI on WordPress sites, run safe Git commands, and execute sandboxed Python. Directories, services and WordPress sites are allowlisted in `config.json`, and every tool retu

★ 2 Python Updated 15d ago Score 55 Command Line

googlarz/signal-mcp C MCP Server Active

googlarz/signal-mcp

Full Signal messenger MCP server and CLI. Send/receive messages, manage groups and contacts, search history, handle attachments and reactions. Runs locally via signal-cli — no third-party servers.

★ 2 Python Updated today Score 55 Communication

laszlopere/mcp-bytesmith C MCP Server Active

laszlopere/mcp-bytesmith

Local byte-wrangling toolbox: encoding (hex/Base64/Base32/Base58/Base45…), cryptographic + CRC hashing, base conversion, and CSPRNG tokens/passphrases, plus an opt-in Ethereum/EVM toolset (keccak, ABI/RLP codecs, EIP-191/712 hashing, function/event selectors, EIP-55). No network calls. `uvx mcp-bytesmith`.

★ 2 Python Updated today Score 55 Cryptography

HarperZ9/telos C MCP Server Active

HarperZ9/telos

Local-first Project Telos MCP tool line for inspectable AI work: source intake, workspace context, routing ledgers, action receipts, and MATCH / DRIFT / UNVERIFIABLE verification packets across 5 stdio servers.

★ 2 Python Updated 10d ago Score 55 Developer Tools

xfloukiex-lab/laugh-tale C MCP Server Active

xfloukiex-lab/laugh-tale

Capstone of the Grand Line MCP set: a "collect them all" server that unlocks once the other tools are installed. `pip install laugh-tale-mcp`

★ 2 Python Updated 6d ago Score 55 Developer Tools

swapnanil/vectr C MCP Server Active

swapnanil/vectr

Semantic codebase search + persistent working memory for AI code editors. Hybrid dense + BM25 search over AST-aware chunks, a symbol graph for locate/trace, and typed notes that survive context compaction and session restarts. Local embeddings, zero config, no API key. `pip install vectr`

★ 2 Python Updated 4d ago Score 55 Developer Tools

haiiibin/data-profiler-mcp C MCP Server Active

haiiibin/data-profiler-mcp

Profiles tabular data files (CSV, TSV, Parquet, Excel, JSON) for LLM agents: one-call dataset overview, per-column statistics, a data-quality audit (missing values, duplicates, mixed types, outliers), and memory-saving dtype suggestions. Pure Python (pandas); files are read locally and nothing leaves your machine. `pip install data-profiler-mcp`.

★ 2 Python Updated 14d ago Score 55 Data Science Tools

AletaIndex/aletaindex-fin-narratives C MCP Server Active

AletaIndex/aletaindex-fin-narratives

Financial narrative intelligence for AI agents. Tracks how financial stories evolve across 109 tickers — clustering news into structured narratives, measuring sentiment momentum, and mapping narrative risk across portfolios. Install via Smithery or `uvx narrative-intelligence-mcp`.

★ 2 Python Updated 2d ago Score 55 Finance & Fintech

CoinRithm/coinrithm-agent-trading C MCP Server Active

CoinRithm/coinrithm-agent-trading

Paper-trade crypto spot, futures & prediction markets on CoinRithm with a user-minted API key (simulated funds, 21 tools, public Agent Arena).

★ 2 Python Updated today Score 55 Finance & Fintech

dolphinquant/echolon C MCP Server Active

dolphinquant/echolon

LLM-agent-native backtest framework for SHFE daily futures research. 23 MCP tools (strategy validation, scaffolding, indicator catalog, error-code lookup), 22 in-package skills, 32 catalogued error codes, working strategy templates. `pip install echolon` then `claude mcp add -s user echolon -- echolon-mcp`.

★ 2 Python Updated 17d ago Score 55 Finance & Fintech

sentien-labs/verdictswarm-mcp C MCP Server Active

sentien-labs/verdictswarm-mcp

Multi-AI crypto token scanner. 6 AI agents independently analyze and debate token risk on Solana, Base, and Ethereum. Detects rug pulls, honeypots, holder concentration, and wash trading through adversarial consensus.

★ 2 Python Updated 10d ago Score 55 Finance & Fintech

partymola/monzo-mcp C 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 4d ago Score 55 Finance & Fintech

sailorpepe/undesirables-mcp-server C MCP Server Active

sailorpepe/undesirables-mcp-server

TCG collectibles + AI agent intelligence. 35+ tools: Vision AI card grading (PSA/Beckett prediction), Monte Carlo price simulation (Heston/Merton/Kou), AI music generation, local image generation (FLUX), TTS, RAG memory, SAST security auditing, and x402 Oracle API. 370K+ indexed products across 25 games. Install via `pip install undesirables-mcp-server`.

★ 2 Python Updated 2d ago Score 55 Finance & Fintech

chaoz23/srdcheck C MCP Server Active

chaoz23/srdcheck

Deterministic D&D 5e (SRD 5.2.1) rules verdicts for agents: cited legality checks for whole turns, legal-action enumeration, advantage math, and hash-stamped game-state lineage. Refuses what the rules don't decide (exit 2), quotes the rule text on every verdict, zero dependencies.

★ 2 Python Updated 4d ago Score 55 Gaming

a2cr/a2cr C MCP Server Active

a2cr/a2cr

MCP server for AI-agent handoffs. Saves client-encrypted WorkBaton checkpoints and WorkStash notes so Codex, Claude Code, Roo Code, and other MCP clients can resume work without passing full chat history.

★ 2 Python Updated today Score 55 Knowledge & Memory

MakeaMouse/fish-bridge-mcp C MCP Server Active

MakeaMouse/fish-bridge-mcp

Compresses AI chat sessions into a typed knowledge graph (~300–800 tokens). Works file-based in Copilot, Claude Code, Cursor, and Gemini CLI without MCP server mode. Supports local/offline extraction via Ollama — no API key required.

★ 2 Python Updated 14d ago Score 55 Knowledge & Memory

zsxh1990/pr-genius C MCP Server Active

zsxh1990/pr-genius

Evidence-backed PR contribution advisor. 550+ case studies from 33 repos, 8 tools for merge probability analysis, pattern matching, and contribution strategy. `pip install prgenius-core`

★ 2 Python Updated 2d ago Score 55 Knowledge & Memory

TheGoatPsy/mneme C MCP Server Active

TheGoatPsy/mneme

Vault-native, accountable memory for Claude Code and any MCP client. Markdown is the source of truth, no LLM on the Stop path, redaction before every derived store.

★ 2 Python Updated yesterday Score 55 Knowledge & Memory

xyver/daedal-map C MCP Server Active

xyver/daedal-map

Geographic data packs for disasters, FX rates, and global indicators. New geospatial data packs weekly. Free and x402-paid execution lanes via MCP and HTTP API.

★ 2 Python Updated today Score 55 Location Services

pghdma/callrail-mcp C MCP Server Active

pghdma/callrail-mcp

CallRail REST API v3 integration with 49 tools for call tracking, form submissions, transcripts, full CRUD on tags/trackers/companies/users, plus agency-specific aggregation tools (`usage_summary` for per-client cost attribution, `compare_periods` for MoM deltas, `bulk_update_calls` with dry-run, `spam_detector`, `call_eligibility_check` for Google Ads conversion debugging). Built by an actual Cal

★ 2 Python Updated 12d ago Score 55 Marketing

ShekharBhardwaj/AgenticLedger C MCP Server Active

ShekharBhardwaj/AgenticLedger

Agents query their own ledger: sessions, costs, loop runs, and stuck-loop flags captured by the Agentic Ledger transparent-proxy flight recorder (local-first, MIT). Install: `pip install agentic-ledger`.

★ 2 Python Updated 3d ago Score 55 Monitoring

musharna/data-aggregator-mcp C MCP Server Active

musharna/data-aggregator-mcp

Search and fetch research datasets across Zenodo, DataCite (Dryad/Figshare/Dataverse/OSF), NCBI omics (GEO/SRA/BioProject), and literature (PubMed/OpenAIRE) behind one normalized model — DOI deduplication, NCBI-Taxonomy synonym expansion, paper→data linking, and checksum-verified download. `uvx data-aggregator-mcp`.

★ 2 Python Updated 4d ago Score 55 Research

capad-xyz/searchts C MCP Server Active

capad-xyz/searchts

Keyless web access for AI agents: an escalating open-source unlocker (browser-fingerprint fetch → JS-render relay → stealth browser) reads bot-walled pages as clean Markdown, plus multi-provider web search with rank fusion, subtitles-first video transcripts, and page asset grabbing. No API keys; ships a reproducible benchmark.

★ 2 Python Updated 6d ago Score 55 Search & Data Extraction

paulieb89/govuk-mcp C MCP Server Active

paulieb89/govuk-mcp

Search GOV.UK content, retrieve full government pages, look up organisations, and resolve UK postcodes to local authorities. 5 read-only tools, no API keys required.

★ 2 Python Updated 28d ago Score 55 Search & Data Extraction

airblackbox/air-blackbox-mcp C MCP Server Active

airblackbox/air-blackbox-mcp

EU AI Act compliance scanner for Python AI agents. Scans, analyzes, and remediates LangChain/CrewAI/AutoGen/OpenAI code across 6 articles with 10 tools including prompt injection detection, risk classification, and trust layer integration. The only MCP compliance server that generates fix code, not just findings.

★ 2 Python Updated 8d ago Score 55 Security

Buggy1111/anonymize-mcp C MCP Server Active

Buggy1111/anonymize-mcp

Anonymize PII and redact text for GDPR across Czech and 35+ languages. Real NLP via ÚFAL/LINDAT (MasKIT + NameTag NER, not just regex), 80+ PII patterns, plus morphology, translation, and spellcheck. Czech-first, non-commercial. Install: `pip install anonymize-mcp`.

★ 2 Python Updated 2d ago Score 55 Security

zw008/VMware-Harden C MCP Server Active

zw008/VMware-Harden

VMware vSphere compliance and hardening — read-only baseline scanning plus drift detection across CIS, vSphere SCG, China DJCP 2.0, and PCI-DSS frameworks. 6 read-only tools with LLM-powered remediation suggestions (apply-side gated through vmware-pilot approval workflow).

★ 2 Python Updated yesterday Score 55 Security

WRG-11/wrg-sigma-rules C MCP Server Active

WRG-11/wrg-sigma-rules

Sigma detection rule writing, validation, and conversion (Splunk/Elastic/Kibana/Wazuh) via 3 MCP tools (`draft_rule`, `validate_rule`, `convert_rule`) backed by a 61-rule production corpus across 11 MITRE ATT&CK tactic categories. Standalone server + Claude Code plugin distribution.

★ 2 Python Updated 2d ago Score 55 Security

Proofpane/releases C MCP Server Official Active

Proofpane/releases

Governance proxy for MCP: pair once and route your MCP servers through policy gates (allow / deny / human-in-the-loop approval), DLP redaction before the model, and cost caps, with every tool call recorded to a hash-chained audit log exportable as an Ed25519-signed, offline-verifiable evidence pack. Single-file binary daemon (macOS / Linux / Windows); downloads and install docs in the linked repo.

★ 0 Python Updated yesterday Score 55 Aggregators

leap-laboratories/discovery-engine C MCP Server Active

leap-laboratories/discovery-engine

Superhuman exploratory data analysis that finds the feature interactions and subgroup effects that LLMs and manual exploration miss — with p-values, effect sizes, and literature citations. Data goes in, validated insights come out. Free for public data.

★ 7 Python Updated today Score 54 Data Science Tools

turbyho/fw-context-mcp C 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.

★ 7 Python Updated 4d ago Score 54 Embedded System

michael-denyer/memory-mcp C MCP Server Active

michael-denyer/memory-mcp

Two-tier memory with hot cache (instant injection) and cold semantic search. Auto-promotes frequently-used patterns, extracts knowledge from Claude outputs, and organizes via knowledge graph relationships.

★ 7 Python Updated 8d ago Score 54 Knowledge & Memory

muvon/mcp-binance-futures C MCP Server Active

muvon/mcp-binance-futures

MCP server for Binance USDT-M Futures trading — exposes tools for market data, account state, order management, and position/margin control.

★ 6 Python Updated 9d ago Score 53 Finance & Fintech

fulcradynamics/fulcra-context-mcp C MCP Server Active

fulcradynamics/fulcra-context-mcp

MCP server for accessing personal health and biometric data including sleep stages, heart rate, HRV, glucose, workouts, calendar, and location via the Fulcra Life API with OAuth2 consent.

★ 5 Python Updated yesterday Score 53 Biology, Medicine and Bioinformatics

cygnussystems/cygnus-ssh-mcp C MCP Server Active

cygnussystems/cygnus-ssh-mcp

MCP server for SSH-based control of remote Linux, macOS, and Windows servers with 46 purpose-built tools instead of one generic command-runner: line-level file editing (no download/edit/upload round-trip), background task launch/monitor/kill, real sudo support, host aliases, recursive directory ops, archive create/extract, and full Unicode via SFTP (avoids PowerShell OEM code page corruption on Wi

★ 5 Python Updated 23d ago Score 53 Command Line

giskard09/argentum-core C MCP Server Active

giskard09/argentum-core

Karma economy for AI agents and humans. Submit good actions, get community attestations, earn on-chain reputation on Arbitrum. 5 MCP tools: submit_action, attest_action, get_karma, get_action_detail, get_leaderboard. Karma-weighted verification, slashing, and Kleros dispute resolution.

★ 5 Python Updated today Score 53 Finance & Fintech

lodordev/mcp-romm C MCP Server Active

lodordev/mcp-romm

MCP server for [RomM](https://github.com/rommapp/romm) retro game library manager. 19 read-only tools for browsing platforms, searching ROMs, viewing metadata, managing collections, tracking saves, firmware, devices, and task monitoring. OAuth2 auth with automatic token refresh.

★ 5 Python Updated 26d ago Score 53 Gaming