MCP Server Quality Scores
Independent quality analysis of 43459 public MCP servers
Last updated 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37451 |
instagram-personal-mcp
Claim
An MCP server that wraps instagrapi to read, engage, and send DMs from a person…
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| 37452 |
wilow-mcp
Claim
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| 37453 |
DeepMyst MCP Server
Claim
Enables intelligent LLM optimization and routing for Claude Desktop and HTTP cl…
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| 37454 |
Browser rendering service. Fetch web pages, convert to markdown, and capture sc…
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| 37455 |
TrustBench
Claim
x402 provider rankings + Ed25519-signed payment receipts + signature verificati…
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| 37456 |
sek-fx-mcp
Claim
Fetches exchange rates from Riksbanken API for currencies to Swedish kronor usi…
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| 37457 |
nutanix-mcp-server-jp
Claim
FastAPI implementation of MCP server that interacts with Nutanix Prism Central …
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| 37458 |
MCP server providing data analytics tools for AI agents to load, clean, analyze…
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| 37459 |
mcp-server-sqlite
Claim
A comprehensive Model Context Protocol (MCP) server for SQLite database operati…
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| 37460 |
Threadminder
Claim
Persistent context for Claude. Your AI always knows your projects and next acti…
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| 37461 |
etherscanmcp1
Claim
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| 37462 |
avots
Claim
Image, video, audio, face-swap, talking avatars and chat across 300+ AI models,…
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| 37463 |
Brain OS
Claim
Persistent operational state for AI agents. Decisions, plans, priorities, and p…
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| 37464 |
SEC EDGAR Filings MCP
Claim
SEC EDGAR filing MCP for equity research agents: search 10-K/10-Q/8-K with Comp…
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| 37465 |
CloakBrowser MCP
Claim
CloakBrowser MCP server for AI agents: Playwright-powered browsing, clean tool …
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| 37466 |
Archiet
Claim
Archiet MCP server: scaffold full-stack apps from PRD text and extract capabili…
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| 37467 |
plutio-mcp
Claim
Enables Claude and other MCP clients to interact with Plutio's business platfor…
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| 37468 |
litcoin-mcp
Claim
Enables querying the LitCoin knowledge graph for nodes, edges, and relationship…
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| 37469 |
loomiomcp
Claim
Loomio tools for Claude. Local install via npx, org-wide via Custom Connectors.…
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| 37470 |
cmxflow
Claim
Composable, tunable cheminformatics workflows: prepare ligands, cluster, virtua…
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| 37471 |
bricks-mcp
Claim
Comprehensive MCP server for Bricks Builder with 100+ tools to manage pages, te…
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| 37472 |
Vibe-Coder MCP Server
Claim
Implements a structured development workflow for LLM-based coding with feature …
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| 37473 |
mcp-ssh
Claim
MCP server for remote Linux/Unix server management via SSH, enabling command ex…
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| 37474 |
M365 Graph MCP Server
Claim
Model Context Protocol server wrapping Microsoft Graph API for OneDrive, ShareP…
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| 37475 |
An MCP server that enables secure credential retrieval from 1Password to be use…
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| 37476 |
PostgreSQL MCP Server
Claim
Exposes PostgreSQL database operations as tools for AI assistants, allowing SQL…
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| 37477 |
appstore-intel-mcp
Claim
A remote MCP server that gives AI agents structured access to Google Play and t…
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| 37478 |
adver-optimizer-prod
Claim
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| 37479 |
Nuvio-MCP
Claim
A framework that helps developers quickly build AI Native IDE products.
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| 37480 |
allplan-mcp-bridge
Claim
Enables Claude to create, query, and modify BIM elements in Allplan via natural…
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| 37481 |
NYC FHV Intelligence API
Claim
Real-time NYC TLC for-hire vehicle license verification and renewal-window lead…
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| 37482 |
job-search
Claim
Search Korean job postings from JobKorea and Saramin by company name
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| 37483 |
context-repo-mcp
Claim
An MCP server that enables AI assistants to manage Context Repo prompts, docume…
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| 37484 |
streams
Claim
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| 37485 |
Planka MCP Server
Claim
Enables AI assistants to interact with Planka, a real-time Kanban board applica…
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| 37486 |
This server enables multi-agent conversations for interacting with Cirro's biol…
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| 37487 |
alkemi-mcp
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| 37488 |
MikroTik MCP Server
Claim
Enables management of MikroTik routers running RouterOS 6 and 7 via SSH, Telnet…
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| 37489 |
Saju from Seoul — Korean Four Pillars (사주) over MCP: compute 년·월·일·시 pillars, F…
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| 37490 |
Local File Organizer
Claim
A file organization MCP server that safely categorizes and manages files in all…
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| 37491 |
Enables full CRUD control of Ontology items in Microsoft Fabric, including enti…
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| 37492 |
Yahoo Mail MCP Server
Claim
Enables LLMs to read, search, and send emails through Yahoo Mail using secure O…
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| 37493 |
mcp-odoo-jsonrpc
Claim
MCP server for managing Odoo ERP tasks, timesheets, and wiki pages via JSON-RPC…
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| 37494 |
Attio MCP Server
Claim
Provides tools to interact with the Attio API, enabling management of resources…
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| 37495 |
TokenHub MCP
Claim
A production-packaged Model Context Protocol server for coding agents that rout…
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| 37496 |
france-data-mcp
Claim
French territorial intelligence MCP: cross-reference health, business & geo pub…
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| 37497 |
MCP COO DeFi
Claim
Autonomous MCP server for DeFi yield optimization, enabling yield opportunity d…
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| 37498 |
Vanta MCP Server
Claim
Enables management of Vanta compliance platform resources including controls, v…
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| 37499 |
Integrates ElizaOS agents with Cursor IDE, allowing users to list, select, and …
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| 37500 |
unbrowser
Claim
Lightweight browser MCP server for LLM agents. Runs JavaScript, follows links, …
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