MCP Server Quality Scores
Independent quality analysis of 45235 public MCP servers
Last updated 1 hour, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 29751 |
API Manager
Claim
Enables secure management of API keys through an encrypted environment file wit…
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| 29752 |
HERB Lookup
Claim
Map genes, targets, diseases, herbs, and ingredients within the HERB database. …
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| 29753 |
Enables AI assistants like Claude to interact with Databricks workspaces throug…
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| 29754 |
hw_rag_mcp
Claim
MCP server that indexes a knowledge base into Chroma and provides search tools …
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| 29755 |
a-mem-mcp-server
Claim
A memory MCP server with a dual-storage system using ChromaDB and NetworkX DiGr…
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| 29756 |
ssh-mcp
Claim
An MCP server that gives AI agents SSH access to remote machines through your l…
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| 29757 |
totem
Claim
Totem — talk to your wearables with AI. Today: full Whoop access (48 tools).
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| 29758 |
propraven
Claim
Property intelligence: 180M+ US parcels — lookup, search, owners, hazards, perm…
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| 29759 |
google_maps_mcp
Claim
Enables querying Google Maps and Places APIs for local businesses and tourist a…
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| 29760 |
Lint AI agent context files (CLAUDE.md, AGENTS.md, etc.) against your actual co…
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| 29761 |
CourtListener MCP Server
Claim
A comprehensive Model Context Protocol (MCP) server for accessing CourtListener…
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| 29762 |
Arcane MCP
Claim
AI-powered Docker management server that enables natural language control of en…
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| 29763 |
DataHub MCP Server
Claim
Enables AI agents to search, explore data lineage, understand business context,…
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| 29764 |
GitLab MCP Server
Claim
A Model Context Protocol (MCP) server for GitLab integration, written in TypeSc…
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| 29765 |
Kakao Map MCP Server
Claim
Provides location-based place recommendations in South Korea using the Kakao Ma…
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| 29766 |
AI Firewall MCP
Claim
Multi-agent LLM security layer detecting prompt injection and jailbreaks.
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| 29767 |
A2A Governance Bridge MCP server. Tools: verify agent compliance, authorize a2a…
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| 29768 |
mem-agent-mcp
Claim
MCP server for the driaforall/mem-agent model that enables interaction with an …
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| 29769 |
trane-mcp
Claim
Provides AI agents with read access to Trane Tracer SC+ building automation sys…
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| 29770 |
agent-twitter-client-mcp
Claim
Enables AI models to interact with Twitter, including posting tweets, searching…
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| 29771 |
Cartorio Certidao
Claim
MCP server para gerenciamento de certidoes de cartorio via IA.
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| 29772 |
origin-MCP
Claim
Enables AI assistants to control Origin 2025b for scientific plotting via natur…
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| 29773 |
Artemis MCP Server
Claim
Enables interaction with the Artemis API to retrieve and analyze cryptocurrency…
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| 29774 |
principia-mcp
Claim
Enables Claude to access and search a local Zotero library by querying metadata…
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| 29775 |
Enables Claude Desktop to interact with the VeChain blockchain through natural …
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| 29776 |
MCP server for AI-powered image recognition and description using OpenAI vision…
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| 29777 |
Introducing PQS: The Fastest Way to Get Better Output From Any AI Model. Score …
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| 29778 |
hn-tech-signal-mcp
Claim
Aggregates tech and AI signals from HackerNews, arXiv, Lobste.rs, and GitHub in…
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| 29779 |
An MCP server that delivers various joke types (Chuck Norris, Dad jokes, etc.) …
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| 29780 |
DSers MCP Product
Claim
An MCP server that automates importing products from AliExpress, Alibaba, and A…
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| 29781 |
Memory Vault
Claim
Local-first AI memory layer with hybrid search. Postgres + pgvector. Self-hoste…
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| 29782 |
second-brain MCP
Claim
Self-maintaining knowledge vault: figure-level search, auto-wikilinks, and memo…
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| 29783 |
taxformatter
Claim
Parse crypto CSVs and bank PDFs into clean transaction data for Koinly, TurboTa…
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| 29784 |
ADB MCP Server
Claim
A MCP server that enables AI assistants to control Android devices via ADB, sup…
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| 29785 |
Fast, local VM orchestration (QEMU/KVM) with native MCP support for autonomous …
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| 29786 |
dominion-observatory
Claim
Behavioral trust scoring for MCP servers and AI agents. Live registry tracking …
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| 29787 |
connectwise-manage-mcp
Claim
An MCP server for ConnectWise Manage PSA, enabling management of tickets, proje…
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| 29788 |
Gmail MCP Server
Claim
A Model Context Protocol server for Gmail that lets AI assistants read, send, s…
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| 29789 |
intruder-io
Claim
test
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| 29790 |
pyspark-mcp
Claim
SQL to PySpark conversion, AWS Glue job generation, and Spark code optimization.
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| 29791 |
An MCP server for weather information.
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| 29792 |
tenderapi-mcp
Claim
MCP server for French (BOAMP) + EU (TED) public procurement data via TenderAPI.
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| 29793 |
pronote-mcp
Claim
A local MCP server that exposes Pronote (French school management system) data …
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| 29794 |
log-mcp-server
Claim
A log analysis MCP server that enables tailing, searching, filtering, and summa…
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| 29795 |
marketing-analytics-ai-mcp MCP server by MEOK AI Labs
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| 29796 |
MySQL MCP Server
Claim
Read-only access to MySQL databases with query sanitization, Cloud SQL Proxy su…
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| 29797 |
Flux MCP Server
Claim
Enables AI agents to create, update, list, and delete tasks on a Kanban board v…
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| 29798 |
samsung-health-mcp
Claim
Unofficial local-first MCP server for Samsung Health personal-data CSV/ZIP expo…
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| 29799 |
Enables AI assistants to interact with humans through GUI dialogs for text inpu…
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| 29800 |
Grafana FastMCP Server
Claim
Enables MCP-compatible agents to interact with Grafana instances for searching,…
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