MCP Server Quality Scores
Independent quality analysis of 49876 public MCP servers
Last updated 2 hours, 17 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 49651 |
msbuild-mcp-server
Claim
Enables building MSBuild projects and solutions by dynamically locating MSBuild…
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| 49652 |
neon-mcp
Claim
Lightweight MCP server that allows agents to interface with the Neon REST API, …
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| 49653 |
MCP server for SAP ABAP development via the ADT API. Connect AI assistants to y…
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| 49654 |
ssh-client-mcp
Claim
SSH/SFTP server enabling remote command execution and secure file transfers, wi…
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| 49655 |
Crypto Portfolio MCP
Claim
Tracks multi-exchange cryptocurrency portfolio P\&L by storing holdings and pro…
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| 49656 |
sumo-mcp
Claim
Integrates SUMO traffic simulation with the Model Context Protocol for autonomo…
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| 49657 |
sap-bdc-mcp
Claim
Enables AI agents to safely discover and validate SAP Business Data Cloud contr…
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| 49658 |
videoseek-mcp
Claim
Enables AI agents to semantically search, ask questions about, and analyze vide…
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| 49659 |
OmniDocs RAG
Claim
Enables AI agents to index and search local files, websites, GitHub repos, and …
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| 49660 |
An MCP server that enables LLM coding agents to deploy web applications to AWS …
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| 49661 |
repo-graphrag-mcp
Claim
An MCP server that builds a knowledge graph from code and text documents, enabl…
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| 49662 |
Munin Memory
Claim
Enables AI assistants to have persistent, self-hosted memory across sessions an…
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| 49663 |
Modern CLI MCP Server
Claim
MCP server exposing 104+ modern CLI tools for AI agents with JSON output.
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| 49664 |
OpenPrints MCP
Claim
Enables AI agents to browse products, upload designs, place print orders, track…
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| 49665 |
PubMed MCP Server
Claim
Provides structured PubMed literature data for LLM agents, supporting search, c…
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| 49666 |
Crypto MCP Server
Claim
Provides real-time and historical cryptocurrency market data using ccxt, with t…
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| 49667 |
my-first-agent
Claim
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| 49668 |
app-seo-ai
Claim
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| 49669 |
Regulated-industry AI compliance knowledge as MCP. 6 tools (lookup_control · cl…
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| 49670 |
novyx-mcp
Claim
Persistent AI agent memory with rollback, audit trails, semantic search, and kn…
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| 49671 |
Mneme
Claim
Memory layer for AI coding assistants. Indexes git history + code, exposes via …
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| 49672 |
Cheqd MCP Toolkit
Claim
Enables AI agents to securely manage decentralized identities, verifiable crede…
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| 49673 |
Confluence MCP Server
Claim
Provides tools for AI agents to interact with Atlassian Confluence, enabling se…
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| 49674 |
query-test-mcp
Claim
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| 49675 |
mcp-financial-data
Claim
An MCP server that integrates SEC EDGAR, FRED, and Polygon.io financial data wi…
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| 49676 |
Aceto
Claim
A local dev server with MCP interface for building HTML mockups together with a…
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| 49677 |
Meshy MCP Server
Claim
Enables AI agents to create, manage, and download 3D models, textures, images, …
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| 49678 |
Convo
Claim
Access your meeting transcripts, summaries, and action items from any AI assist…
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| 49679 |
ORMCP Server
Claim
ORMCP Server is a database-agnostic MCP server that exposes relational database…
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| 49680 |
engineering-standards
Claim
Enforces team engineering standards across Git, code review, Rails, frontend, d…
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| 49681 |
jira-cloud-mcp
Claim
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| 49682 |
Okta MCP Server
Claim
Enables Claude to manage Okta organizations, including users, groups, and appli…
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| 49683 |
instagram-mcp
Claim
Control Instagram from Claude: publish photos, reels, and carousels, read accou…
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| 49684 |
MCP Man Pages Server
Claim
Provides AI assistants with access to Linux man pages for searching, retrieving…
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| 49685 |
A simple MCP server for interacting with Marinade Finance on Solana, providing …
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| 49686 |
mcp-server
Claim
An MCP server that provides weather and web search tools, orchestrated by a Lan…
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| 49687 |
obot-admin-mcp
Claim
An MCP server that lets an MCP client manage a self-hosted obot MCP gateway via…
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| 49688 |
claude-journal
Claim
A lightweight journal/memory system for Claude Code with no ML dependencies, us…
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| 49689 |
etherscanmcp2
Claim
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| 49690 |
cwe-search_mcp
Claim
Enables querying MITRE's Common Weakness Enumeration database for vulnerability…
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| 49691 |
Gmail integration with OAuth authentication, message search, batch operations, …
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| 49692 |
SlimWeb Client MCP
Claim
Consumer-side MCP server for Webless storefront operations, enabling catalog br…
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| 49693 |
Advanced MCP server for Godot 4.6+ with 63 professional tools, enabling AI-assi…
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| 49694 |
kevros-mcp
Claim
Governance primitives for autonomous agents — verify actions against policy, re…
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| 49695 |
SmartSuite MCP Server
Claim
Enables interaction with SmartSuite workspace data through natural language, pr…
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| 49696 |
fastmcp-gateway
Claim
Aggregates tools from multiple upstream MCP servers and exposes them through 4 …
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| 49697 |
SDR MCP Server
Claim
Conversational AI control for Software Defined Radio via the Model Context Prot…
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| 49698 |
MCP SCP Server
Claim
Enables secure file transfer operations with remote Linux and Windows systems v…
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| 49699 |
Coda MCP Server
Claim
Integrates Coda.io with Claude, enabling direct access to docs, pages, tables, …
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| 49700 |
MCP Intigriti Server
Claim
Enables security researchers to interact with Intigriti's bug bounty platform t…
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