Home › MCP Servers

MCP Servers

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

Filters (2 active)
1,064 results (<1ms) · data updated 2026-08-14

Results

adhikasp/mcp-twikit D MCP Server Inactive

adhikasp/mcp-twikit

Interact with Twitter search and timeline

★ 234 Python Updated 1y ago Score 49 Communication

agentic-mcp-tools/owlex D MCP Server Stale

agentic-mcp-tools/owlex

AI council server: query CLI agents (Claude Code, Codex, Gemini, and OpenCode) in parallel with deliberation rounds

★ 135 Python Updated 5mo ago Score 49 Coding Agents

kukapay/freqtrade-mcp D MCP Server Stale

kukapay/freqtrade-mcp

An MCP server that integrates with the Freqtrade cryptocurrency trading bot.

★ 134 Python Updated 8mo ago Score 49 Finance & Fintech

arrismo/kaggle-mcp D MCP Server Maintained

arrismo/kaggle-mcp

Connects to Kaggle, ability to download and analyze datasets.

★ 39 Python Updated 2mo ago Score 49 Data Science Tools

trayders/trayd-mcp D MCP Server Maintained

trayders/trayd-mcp

Trade Robinhood through natural language. Portfolio analysis, real-time quotes, and order execution via Claude Code.

★ 39 Python Updated 1mo ago Score 49 Finance & Fintech

Yutarop/ros-mcp D MCP Server Stale

Yutarop/ros-mcp

MCP server that supports ROS2 topics, services, and actions communication, and controls robots using natural language.

★ 36 Python Updated 11mo ago Score 49 Developer Tools

narumiruna/gitingest-mcp D MCP Server Maintained

narumiruna/gitingest-mcp

A MCP server that uses [gitingest](https://github.com/cyclotruc/gitingest) to convert any Git repository into a simple text digest of its codebase.

★ 11 Python Updated 1mo ago Score 49 Developer Tools

supertrained/rhumb D MCP Server Maintained

supertrained/rhumb

Agent-native tool intelligence across 1,000+ scored services. 21 MCP tools: discover services, check AN Scores, compare alternatives, resolve capabilities to ranked providers, execute through 3 credential modes (managed, BYOK, agent vault), track costs with receipts, and inspect failure modes. Zero-signup option via x402 micropayments.

★ 3 Python Updated 2mo ago Score 49 Aggregators

bch1212/agentfetch-mcp D MCP Server Maintained

bch1212/agentfetch-mcp

Token-budgeted web fetch for AI agents. Auto-routes between Trafilatura, Jina Reader, FireCrawl, and pypdf based on URL pattern. `estimate_tokens` before `fetch_url`, 6h Redis cache, server-side `max_tokens` truncation. Open source MCP server (MIT) plus hosted REST API at [agentfetch.dev](https://www.agentfetch.dev) — 500 free fetches/mo, no card.

★ 3 Python Updated 2mo ago Score 49 Browser Automation

mouse114514/Xadeus-QQ-MCP D MCP Server Maintained

mouse114514/Xadeus-QQ-MCP

QQ MCP Server — connects to QQ via NapCatQQ (OneBot v11), giving AI agents direct control over QQ (send/receive messages, group management, auto-wake on incoming messages, and more).

★ 3 Python Updated 1mo ago Score 49 Communication

Janadasroor/pg-mnemosyne-mcp D MCP Server Maintained

Janadasroor/pg-mnemosyne-mcp

A PostgreSQL Model Context Protocol (MCP) server acting as a robust persistent super memory, task tracker, and multi-agent coordination hub for AI assistants.

★ 3 Python Updated 2mo ago Score 49 Databases

kestiny18/spring-nacos-mcp D MCP Server Maintained

kestiny18/spring-nacos-mcp

Project-aware, read-only Nacos config & service-discovery server for Spring Cloud repos. Zero setup: auto-discovers every environment (dev/test/prod/...) from the repo's application/bootstrap files, with cross-environment key-level config diff. Single file, zero dependencies.

★ 3 Python Updated 2mo ago Score 49 Developer Tools

Michael-WhiteCapData/ollama-handoff D MCP Server Maintained

Michael-WhiteCapData/ollama-handoff

Offload cheap work from your cloud LLM agent to a local Ollama model — summaries, drafts, extractions, and first-pass code reviews via purpose-built handoff tools with baked-in prompts, at zero cloud cost. [![Michael-WhiteCapData/ollama-handoff MCP server](https://glama.ai/mcp/servers/Michael-WhiteCapData/ollama-handoff/badges/score.svg)](https://glama.ai/mcp/servers/Michael-WhiteCapData/ollama-ha

★ 3 Python Updated 1mo ago Score 49 Developer Tools

kannajune/mcp-architect D MCP Server Maintained

kannajune/mcp-architect

Gives any AI assistant real architectural understanding of a codebase: tech-stack overview, internal dependency graph with cycle detection, risk hotspots, and module summaries. Local, zero-config, no API keys. `uvx mcp-architect`.

★ 3 Python Updated 1mo ago Score 49 Delivery

liftkkkk/owl-mcp D MCP Server Maintained

liftkkkk/owl-mcp

MCP server for OWL/TTL/RDF ontologies. Supports SPARQL queries, HermiT/Pellet reasoning, and CRUD operations on knowledge graphs. Works with Claude Desktop, Cursor, and Windsurf.

★ 3 Python Updated 1mo ago Score 49 Knowledge & Memory

ThinkneoAI/mcp-server D MCP Server Maintained

ThinkneoAI/mcp-server

ThinkNEO Control Plane — Enterprise AI governance MCP server with runtime guardrails, observability, AI FinOps, and agent lifecycle control.

★ 3 Python Updated 1mo ago Score 49 Monitoring

tracegazer/invgate-service-desk-mcp D MCP Server Maintained

tracegazer/invgate-service-desk-mcp

MCP server for InvGate Service Desk: 96 tools across 11 domains (incidents, users, knowledge base, assets, custom fields, workflows, time tracking), read-only by default with opt-in writes.

★ 3 Python Updated 1mo ago Score 49 Support & Service Management

QGIS MCP D MCP Server Stale

jjsantos01/qgis_mcp

connects QGIS Desktop to Claude AI through the MCP. This integration enables prompt-assisted project creation, layer loading, code execution, and more.

★ 1.1k Python Updated 10mo ago Score 48 Location Services

abhiemj/manim-mcp-server D MCP Server Inactive

abhiemj/manim-mcp-server

A local MCP server that generates animations using Manim.

★ 633 Python Updated 1y ago Score 48 Art & Culture

armorwallet/armor-crypto-mcp D MCP Server Inactive

armorwallet/armor-crypto-mcp

MCP to interface with multiple blockchains, staking, DeFi, swap, bridging, wallet management, DCA, Limit Orders, Coin Lookup, Tracking and more.

★ 178 Python Updated 1y ago Score 48 Finance & Fintech

ktanaka101/mcp-server-duckdb D MCP Server Inactive

ktanaka101/mcp-server-duckdb

DuckDB database integration with schema inspection and query capabilities

★ 177 Python Updated 1y ago Score 48 Databases

xzq.xu/jvm-mcp-server D MCP Server Stale

xzq-xu/jvm-mcp-server

An implementation project of a JVM-based MCP (Model Context Protocol) server.

★ 89 Python Updated 4mo ago Score 48 Developer Tools

nonatofabio/local-faiss-mcp D MCP Server Stale

nonatofabio/local_faiss_mcp

Local FAISS vector database for RAG with document ingestion (PDF/TXT/MD/DOCX), semantic search, re-ranking, and CLI tools for indexing and querying

★ 33 Python Updated 3mo ago Score 48 Knowledge & Memory

kestra-io/mcp-server-python D MCP Server Stale

kestra-io/mcp-server-python

Implementation of MCP server for [Kestra](https://kestra.io) workflow orchestration platform.

★ 29 Python Updated 3mo ago Score 48 Cloud Platforms

hileamlakB/PRIMS D MCP Server Stale

hileamlakB/PRIMS

A Python Runtime Interpreter MCP Server that executes user-submitted code in an isolated environment.

★ 28 Python Updated 10mo ago Score 48 Code Execution

conan-io/conan-mcp D MCP Server Official Stale

conan-io/conan-mcp

Official MCP server for Conan C/C++ package manager. Create projects, manage dependencies, check licenses, and scan for security vulnerabilities.

★ 10 Python Updated 6mo ago Score 48 Developer Tools

coreyhines/opnsense-mcp D MCP Server Maintained

coreyhines/opnsense-mcp

OPNsense firewall operations via API. Query ARP, DHCP, firewall rules, logs, interfaces, system status, and packet capture via STDIO or SSE.

★ 9 Python Updated 1mo ago Score 48 Security

denismaggior8/enigma-python-mcp D MCP Server Active

denismaggior8/enigma-python-mcp

A Model Context Protocol server that brings the capabilities of [enigmapython](https://github.com/denismaggior8/enigma-python) library to LLMs, allowing them to encrypt and decrypt messages using historically accurate Enigma machine emulators.

★ 5 Python Updated 13d ago Score 48 Cryptography

loicfontaine-max/qorami-sdk D MCP Server Maintained

loicfontaine-max/qorami-sdk/mcp

Check an email before an AI agent sends it: returns send / ask-a-human / block, with machine reason codes and prompt-injection detection.

★ 2 Python Updated 1mo ago Score 48 Communication

kosminus/querywise-mcp D 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 Databases

SurajKGoyal/amnesic D MCP Server Maintained

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 1mo ago Score 48 Databases

appcreationsca/bumpguard-mcp D MCP Server Maintained

appcreationsca/bumpguard-mcp

Pre-flight dependency-upgrade impact analysis: reports exactly which of your code's API usages break *before* you bump a dependency, with line numbers, severity, and fix hints. Also verifies AI-written code against the actually-installed API to catch hallucinated calls. Static analysis only — never runs third-party code. Python + .NET. `pip install bumpguard-mcp`

★ 2 Python Updated 1mo ago Score 48 Developer Tools

whyy9527/ariadne D MCP Server Maintained

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 1mo ago Score 48 Developer Tools

parasxos/cpp26-adapter D MCP Server Maintained

parasxos/cpp26-adapter

C++26 paper reference MCP (`cpp26-ref`) backing a Claude Code plugin: `lookup_paper`, fuzzy `search`, `compiler_status` over a 216-paper ISO/IEC 14882:2026 corpus. The plugin's skill + reviewer subagent use these tools to bias Claude toward reflection, contracts, `std::execution` senders, `#embed`, expansion statements — even when the local compiler lags. 95% on a held 39-task eval gate.

★ 2 Python Updated 2mo ago Score 48 Developer Tools

JuhongPark/mcp-server-pronunciation D MCP Server Maintained

JuhongPark/mcp-server-pronunciation

Local MCP voice coach with English pronunciation, grammar, fluency, phoneme-level feedback, practice drills, and learner-profile hints. Install via `uvx mcp-server-pronunciation@0.3.0`.

★ 2 Python Updated 2mo ago Score 48 Education

velyan/pdf-card-mcp D MCP Server Maintained

velyan/pdf-card-mcp

Converts local PDFs into source-linked, card-based standalone HTML readers with notes, highlights, and static publishing.

★ 2 Python Updated 1mo ago Score 48 File Systems

atomno-labs/mcp-cbr-rates D MCP Server Maintained

atomno-labs/mcp-cbr-rates

Central Bank of Russia (ЦБ РФ) data — currency exchange rates (daily and historical), key interest rate, inflation, and aggregated macro statistics. Five typed tools backed by an in-memory TTL cache. No API key required.

★ 2 Python Updated 1mo ago Score 48 Finance & Fintech

atomno-labs/mcp-egrul D MCP Server Maintained

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 1mo ago Score 48 Finance & Fintech

horustechltd/horus-flow-mcp D MCP Server Maintained

horustechltd/horus-flow-mcp

Institutional-grade crypto and US equity orderflow engine for real-time liquidity analysis and institutional alpha.

★ 2 Python Updated 2mo ago Score 48 Finance & Fintech