MCP Server Quality Scores
Independent quality analysis of 68965 public MCP servers
Last updated 1 hour, 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 66601 |
mcp-weather-server
Claim
Provides current weather information for any city using the Open-Meteo API. Ret…
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| 66602 |
mcp-dependency-version
Claim
Enables users to look up package versions, scan for vulnerabilities, and analyz…
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| 66603 |
Browser tasks, sessions, and recipes for MCP and HTTP automation.
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| 66604 |
reaper-mcp
Claim
An MCP server that gives Claude Code (or any MCP client) full control of Reaper.
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| 66605 |
Gemini MCP Server
Claim
MCP server providing access to Google's Gemini 3.5 Flash API, enabling querying…
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| 66606 |
MCP server exposing the Deliverect Commerce API for voice/AI assistant integrat…
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| 66607 |
mcp-server-fetch-rag
Claim
Fetches web content and returns relevant chunks using RAG with semantic chunkin…
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| 66608 |
AutoVault
Claim
AutoVault is an MCP server that provides a local-first vault for AI agent skill…
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| 66609 |
ObsidianReaderMCP
Claim
Enables AI assistants to manage Obsidian vaults via the local REST API, support…
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| 66610 |
bika-mcp
Claim
MCP server for integrating with Bika.ai platform, enabling AI assistants to per…
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| 66611 |
openclaw-task-mcp
Claim
MCP server for OpenClaw task lifecycle management, enabling starting, listing, …
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| 66612 |
SupraPrompt MCP Server
Claim
Connects SupraPrompt.ai to Claude, enabling users to turn marketing briefs into…
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| 66613 |
confluence-mcp
Claim
Enables AI assistants to search, retrieve, and manage Confluence pages, and gen…
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| 66614 |
ringba-api-mcp
Claim
Enables AI assistants to query Ringba call analytics, including running EHG ins…
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| 66615 |
IBM i / RPG / DB2 bridge — parse, map, govern (IBM i security / SOX).
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| 66616 |
iceberg-mcp-server-hive
Claim
Provides read-only SQL access to Apache Iceberg tables via HiveServer2, enablin…
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| 66617 |
mcp-brain
Claim
A cognitive memory system for persistent knowledge graph storage across multipl…
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| 66618 |
crossref-local
Claim
A local CrossRef database MCP server enabling full-text search across 167M+ sch…
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| 66619 |
clarity-mcp-multi
Claim
Enables managing multiple Microsoft Clarity projects by routing requests per cl…
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| 66620 |
yapi-mcp
Claim
A Model Context Protocol server for YApi that enables developers to search, vie…
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| 66621 |
Enables automatic generation of explicit boilerplate methods (getter/setter/equ…
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| 66622 |
trade-agent-mcp
Claim
Trade stocks and crypto on common brokerages (Robinhood, E*Trade, Coinbase, Kra…
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| 66623 |
arbitova
Claim
Official Arbitova MCP server — AI-powered escrow and arbitration for
autonomo…
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| 66624 |
Logica Mind
Claim
Long-term memory for AI agents over MCP — episodic + semantic memory, a tempora…
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| 66625 |
Superjolt MCP Server
Claim
Enables AI-powered infrastructure management of JavaScript applications via nat…
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| 66626 |
nowsecure-mcp-server
Claim
MCP server for NowSecure Platform mobile security testing. List applications, p…
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| 66627 |
Japan Operations OS for AI agents — 14 knowledge domains, 31 tools via REST+MCP.
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| 66628 |
SpotifyMCP
Claim
Enables creating and searching Spotify playlists through natural language using…
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| 66629 |
MCP Project Manager
Claim
Provides project management capabilities through terminal, web UI, or MCP stdio…
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| 66630 |
dubstrata
Claim
Dubstrata: Causal Financial & Narrative CDN providing Graph RAG & Deep Research…
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| 66631 |
mcp-tools-salesforce
Claim
Connects to Salesforce scratch orgs and allows AI to generate and insert realis…
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| 66632 |
Anava MCP Server
Claim
A bridge between AI assistants like Claude and Anava-enabled Axis cameras, enab…
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| 66633 |
Mistral OCR MCP Server
Claim
Enables OCR processing of local files and public URLs using Mistral OCR. Provid…
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| 66634 |
Import Skills Power
Claim
Enables importing, managing, and using Markdown skills from GitHub repositories…
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| 66635 |
# PSADT-MCP Server
A Model Context Protocol (MCP) server that provides AI assi…
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| 66636 |
factura-uz-mcp
Claim
MCP server for Factura.uz electronic invoicing system (Uzbekistan). Supports cr…
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| 66637 |
satelia-mcp-starter
Claim
A minimal TypeScript MCP starter server that counts words and characters, ready…
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| 66638 |
context-engineering
Claim
[WIP] Context engineering: the art and science of shaping context-aware AI syst…
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| 66639 |
angr-mcp
Claim
Exposes angr binary-analysis capabilities (symbolic execution, taint analysis, …
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| 66640 |
mcp-mindmesh
Claim
Manages multiple Claude 3.7 Sonnet instances in a quantum-inspired swarm to pro…
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| 66641 |
fishing-mcp-server
Claim
MCP server for a text-based fishing game that allows Claude to play remotely vi…
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| 66642 |
ai-memory-mcp
Claim
Provides persistent session memory for AI assistants, enabling them to store, s…
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| 66643 |
Kaval
Claim
Freshness gate for AI agents: verify a belief is still true against the live wo…
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| 66644 |
Enables interaction with Canvas LMS courses and assignments directly from your …
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| 66645 |
Failsafe MCP Server
Claim
Credential resilience for AI agents, providing AES-256 encrypted storage, autom…
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| 66646 |
Luma Events MCP Server
Claim
Enables users to search and discover upcoming tech events, conferences, and mee…
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| 66647 |
ember-cli-mcp
Claim
Enables MCP clients like Claude Code to execute Ember CLI commands directly in …
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| 66648 |
OpenTool
Claim
OpenTool is an MCP server that provides AI agents with secure, authenticated ac…
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| 66649 |
elyth-mcp-server
Claim
Enables AITuber systems to connect to the ELYTH social platform, allowing them …
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| 66650 |
mcp-novus-aevum
Claim
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