MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 2 hours, 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 45551 |
Kanka MCP Server
Claim
Enables local interaction with the Kanka worldbuilding API via MCP, supporting …
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| 45552 |
CSS MCP Server
Claim
Enables CSS analysis with 150+ metrics, MDN documentation retrieval, and browse…
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| 45553 |
cursor-bridge-mcp
Claim
Enables any MCP-compatible AI tool to read and leverage Cursor's context files …
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| 45554 |
yubin1230
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| 45555 |
Python Code Generator
Claim
Generate a ready-to-run Python 'Hello, World!' script with streamable output. Q…
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| 45556 |
twake-mcp
Claim
Connects AI assistants to Linagora's Twake Workplace, enabling interaction with…
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| 45557 |
Open Kioku
Claim
Open Kioku is the local-first code intelligence and evidence layer for AI codin…
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| 45558 |
opengrok-go-mcp
Claim
Source-code intelligence for agents, powered by OpenGrok and Go.
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| 45559 |
Stream MCP
Claim
Enables deployment of MCP servers over HTTP, providing ready-to-use tools for t…
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| 45560 |
hko-mcp
Claim
MCP server with basic demonstration of getting weather from Hong Kong Observato…
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| 45561 |
gwas-mcp
Claim
Enables AI-powered access to major biological databases for GWAS, protein, vari…
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| 45562 |
eyeot ERP
Claim
ERP français avec serveur MCP natif : plus de 1 800 actions métier auto-générée…
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| 45563 |
Carbon Arc
Claim
The infrastructure for the AI economy: primitives for inference, agents, and de…
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| 45564 |
Vitest MCP Server
Claim
Enables AI assistants to run Vitest tests and analyze code coverage, supporting…
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| 45565 |
Fabrica MCP Server
Claim
Gives AI agents access to tokenized real property data on the Fabrica protocol,…
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| 45566 |
An advanced MCP server that gives AI assistants persistent memory with machine-…
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| 45567 |
tripitaka-mcp
Claim
Search, cite, and compare the Pāli Canon (Tipiṭaka) — full coverage at parity w…
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| 45568 |
Gemini Veo MCP
Claim
Generates videos using Google Gemini Veo from text prompts with optional aspect…
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| 45569 |
Academic paper search, scientific literature, citation analysis, arXiv & semant…
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| 45570 |
kadenzo-mcp
Claim
Schedule, manage, generate, and analyze social posts across 11 networks (Instag…
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| 45571 |
Kamy
Claim
Other PDF MCP servers ask you to install Chrome, manage a local renderer, and s…
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| 45572 |
Enables AI assistants to interact with Azure DevOps projects, including work it…
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| 45573 |
tax-calculator-ai-mcp
Claim
AI-powered tax calculator ai MCP server for agents. Supports calculate income t…
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| 45574 |
trello-mcp
Claim
Enables MCP clients to read and update Trello boards, lists, cards, comments, a…
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| 45575 |
macOS OCR MCP
Claim
Provides an OCR tool that extracts text from images using macOS's built-in Visi…
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| 45576 |
zillow-mcp
Claim
Zillow real-estate for Claude — search, property details, Zestimates, saved sea…
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| 45577 |
mcp-manager
Claim
Simple Web UI to install and manage MCP servers for Claude Desktop App.
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| 45578 |
@abdelrahmanhsn/jira-mcp
Claim
A Model Context Protocol server that connects your AI IDE to Jira. Query your t…
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| 45579 |
Validate
Claim
This MCP server assists founders in customer discovery by structuring hypothese…
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| 45580 |
postgres-mcp-legacy
Claim
Deprecated Python-based PostgreSQL MCP server. Users should migrate to the new …
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| 45581 |
open-mcp
Claim
Turn a web API into an MCP server in 10 seconds and add it to the open source r…
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| 45582 |
korean-dart-mcp
Claim
Enables AI assistants to analyze Korean financial disclosures (DART) with insid…
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| 45583 |
customer-support-ai-mcp
Claim
customer-support-ai-mcp MCP server by MEOK AI Labs
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| 45584 |
Provides a remote coding environment for AI to publish static websites as live …
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| 45585 |
governor
Claim
Governor is an MCP server that acts as a safety belt for AI agent payments, pro…
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| 45586 |
1c-formsserver
Claim
MCP server for generating, validating, converting, and searching managed 1C:Ent…
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| 45587 |
visualizer-mcp
Claim
Connects AI assistants to Siemens Questa Visualizer, enabling natural language …
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| 45588 |
atlassian-browser-mcp
Claim
MCP server that enables accessing Jira and Confluence using browser cookies cap…
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| 45589 |
Atlas Research
Claim
Read-only MCP over an agentic SLR workspace with per-claim citation verification
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| 45590 |
Fandango MCP
Claim
Unofficial, read-only MCP server for Fandango showtimes and seat availability, …
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| 45591 |
Norma by Quality Clouds
Claim
Deterministic AI code review, with an audit record. Governance inside the agent…
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| 45592 |
godot-test-mcp
Claim
MCP server for automated Godot 4 game testing. Enables launching games, capturi…
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| 45593 |
mcp-saas-toolkit
Claim
A production-ready MCP server with 24 tools for Stripe, Twilio, Resend, GitHub,…
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| 45594 |
chrometools-mcp
Claim
Enables AI-powered Chrome automation through natural language, providing 56+ sp…
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| 45595 |
shelby-mcp
Claim
MCP server for Shelby Protocol that enables AI agents to read, write, and manag…
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| 45596 |
Enables LLMs to search and retrieve academic papers from arXiv by topic, author…
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| 45597 |
Queue AIops
Claim
Governed redis + rabbitmq ops: memory/latency/backlog/churn RCA, policies. 28 t…
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| 45598 |
mcp-arcgis-austin
Claim
Enables querying and exploring City of Austin open geospatial data (parcels, zo…
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| 45599 |
A production-quality MCP server for querying Cisco security advisories via the …
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| 45600 |
persistent-kb-mcp
Claim
A local-first MCP server providing persistent, searchable knowledge base via SQ…
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