MCP Server Quality Scores
Independent quality analysis of 43656 public MCP servers
Last updated 1 hour, 11 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 34601 |
Tencent Ad MCP Server
Claim
Wraps all Tencent Ads Marketing API v3.0 endpoints as MCP tools, enabling AI as…
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| 34602 |
@margint-ai/mcp
Claim
Enables querying Margint per-customer AI margins and costs from MCP clients. Pr…
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| 34603 |
Planka MCP Server
Claim
Enables AI assistants to interact with Planka, a real-time Kanban board applica…
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| 34604 |
alkemi-mcp
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| 34605 |
mcp-odoo-jsonrpc
Claim
MCP server for managing Odoo ERP tasks, timesheets, and wiki pages via JSON-RPC…
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| 34606 |
BlindOracle
Claim
Unchallengeable AI agent security audits. MASSAT framework covers all 10 OWASP …
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| 34607 |
Local File Organizer
Claim
A file organization MCP server that safely categorizes and manages files in all…
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| 34608 |
MikroTik MCP Server
Claim
Enables management of MikroTik routers running RouterOS 6 and 7 via SSH, Telnet…
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| 34609 |
Enable AI assistants to search hotels, manage bookings, and access hotel data s…
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| 34610 |
Enables full CRUD control of Ontology items in Microsoft Fabric, including enti…
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| 34611 |
Yahoo Mail MCP Server
Claim
Enables LLMs to read, search, and send emails through Yahoo Mail using secure O…
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| 34612 |
Attio MCP Server
Claim
Provides tools to interact with the Attio API, enabling management of resources…
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| 34613 |
Convex MCP
Claim
Enables building a stateless MCP endpoint on top of Convex, allowing AI agents …
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| 34614 |
model-context-protocol
Claim
MCP server enabling real-time weather queries via Tavily API and internet usage…
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| 34615 |
MCP COO DeFi
Claim
Autonomous MCP server for DeFi yield optimization, enabling yield opportunity d…
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| 34616 |
MCP Token Tracker
Claim
Tracks token usage and records coding sessions for Claude Desktop users, suppor…
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| 34617 |
Integrates ElizaOS agents with Cursor IDE, allowing users to list, select, and …
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| 34618 |
unbrowser
Claim
Lightweight browser MCP server for LLM agents. Runs JavaScript, follows links, …
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| 34619 |
Gemini Media MCP
Claim
MCP server for generating images and videos using Google Gemini and VEO models,…
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| 34620 |
bash
Claim
Sandboxed bash for agents. Run untrusted commands in WebAssembly sandboxes with…
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| 34621 |
GEP MCP Motor
Claim
Enables entropy-guided motor control for autonomous tool execution in MCP syste…
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| 34622 |
unlimited-mcp
Claim
An MCP server that delegates coding and sysops work to cheaper agents via durab…
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| 34623 |
mcp-Docuplete
Claim
Docuplete automates document completion for businesses — PDF templates, client …
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| 34624 |
erddap-mcp-demo
Claim
Enables LLMs to interact with ERDDAP search, metadata, and tabledap services fo…
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| 34625 |
EXIF Extractor
Claim
Extract EXIF metadata from JPG and PNG images. Reveal camera details, exposure …
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| 34626 |
Maps function and component dependencies in Haskell and ReScript codebases, pro…
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| 34627 |
Arr Suite MCP Server
Claim
Enables AI assistants to manage media automation services like Sonarr, Radarr, …
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| 34628 |
This is an MCP (Model Context Protocol) server for the EVE Online ESI API that …
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| 34629 |
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| 34630 |
berlin-search-service
Claim
Search Berlin administrative services by name or topic. Get detailed requiremen…
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| 34631 |
negotiate-mcp
Claim
MCP server for the negotiate.v1 protocol, enabling Claude to discover stores, l…
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| 34632 |
instruckt-mcp
Claim
MCP server for instruckt visual annotations. Enables AI agents to retrieve pend…
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| 34633 |
Memoreei
Claim
An open-source MCP server that gives AI assistants a searchable memory of your …
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| 34634 |
Zoho CRM MCP Server
Claim
Exposes Zoho CRM v6 REST API as structured tools for LLM agents via MCP, enabli…
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| 34635 |
sap_analytics_cloud_mcp
Claim
Enables interaction with SAP Analytics Cloud through an MCP server, exposing 90…
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| 34636 |
kanban-lite
Claim
MCP server for AI agents to manage a lightweight kanban board stored as markdow…
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| 34637 |
trae123
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| 34638 |
Toggl MCP Server
Claim
Enables AI assistants to interact with the Toggl time tracking API to manage ti…
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| 34639 |
@gpriday/techlead-mcp
Claim
A read-only MCP server providing structured code planning and review tools (tec…
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| 34640 |
PyPSA MCP
Claim
PyPSA MCP is a Model Context Protocol (MCP) server for creating, analyzing, and…
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| 34641 |
Read-only MCP server for querying Shopify analytics data, including orders, cus…
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| 34642 |
swiss-statistics-mcp
Claim
Provides AI-native access to Swiss Federal Statistical Office datasets through …
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| 34643 |
Overseer MCP Server
Claim
Provides structured project management through phase-based workflows, enabling …
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| 34644 |
travel-mcp
Claim
Public travel search workflow MCP server for airport lookup, route comparison, …
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| 34645 |
Agent Knowledge MCP
Claim
Complete knowledge management for AI assistants with Elasticsearch search and d…
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| 34646 |
Storyblok MCP
Claim
Enables to manage Storyblok components through natural language descriptions, i…
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| 34647 |
CodexMCP
Claim
A FastMCP server that wraps OpenAI Codex CLI to provide AI-powered code generat…
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| 34648 |
mcp-tfstate-reader
Claim
A local MCP server that parses Terraform .tfstate files and lets AI agents audi…
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| 34649 |
session-coord-mcp
Claim
A local-first MCP server for coordinating parallel AI coding sessions with tool…
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| 34650 |
Alexandria MCP
Claim
Provides access to 61 public digital libraries through a single unified interfa…
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