MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 8 hours, 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 55401 |
github-talent-mcp
Claim
MCP server that searches, scores, and ranks GitHub developers for technical rec…
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| 55402 |
MCP server providing access to US patent data (2000-2024) via Rememberizer's kn…
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| 55403 |
Langfuse Trace Fetcher
Claim
Fetches Langfuse observability traces directly into a VS Code coding agent's co…
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| 55404 |
MCP Memory System
Claim
Enables AI assistants to maintain persistent conversations and context between …
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| 55405 |
Converts Figma designs into production-ready React components with design token…
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| 55406 |
faker-server
Claim
Provides tools for generating fake data using Faker.js, including person, lorem…
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| 55407 |
memory-mcp
Claim
Enables reading, writing, and searching a local markdown-based memory store usi…
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| 55408 |
yandex-marketing-mcp
Claim
MCP server for managing Yandex Direct advertising, Yandex Metrica analytics, Wo…
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| 55409 |
Jules MCP Server
Claim
Enables LLMs to create and manage Google Jules coding sessions programmatically.
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| 55410 |
RT-Prompt
Claim
Provide specialized prompt engineering suggestions to enhance LLM-generated con…
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| 55411 |
test
Claim
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| 55412 |
Enables monitoring Auth0 users by collecting summaries, storing reports in SQLi…
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| 55413 |
CenterPoint Connect
Claim
Manage CenterPoint Connect data across properties, companies, employees, invoic…
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| 55414 |
mcp-sandbox
Claim
A public MCP server providing test fixtures for developers and QA, with a singl…
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| 55415 |
DuckDuckGo Search
Claim
Search the web using DuckDuckGo and fetch/convert web content using Jina Reader…
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| 55416 |
pentest-mcp-server
Claim
Offline methodology engine for authorized penetration testing, CTF, and securit…
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| 55417 |
Agent Sense
Claim
Provides AI agents with environmental sensing capabilities including current ti…
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| 55418 |
Integrates Tolk compiler tools into AI assistants, enabling compilation of Tolk…
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| 55419 |
AI explainability and transparency reports for AI agents. Instant transparency …
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| 55420 |
A Node.js server that enables LLMs to inspect GraphQL schemas and retrieve info…
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| 55421 |
mdr-medical-device-mcp
Claim
EU MDR (Reg 2017/745) and IVDR (Reg 2017/746) compliance for medical device + I…
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| 55422 |
VulScan-MCP
Claim
MCP server that scans project dependencies for security vulnerabilities (CVEs) …
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| 55423 |
portfolio-mcp-server
Claim
Exposes 32 portfolio tools over stdio so MCP-compatible AI clients can read and…
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| 55424 |
Enables AI educators to provide simple explanations, interactive demonstrations…
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| 55425 |
ifc-geometry-mcp
Claim
MCP server for IFC geometric audit, providing tools to detect space clashes, ex…
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| 55426 |
Sync MCP Server
Claim
Enables AI agents to create lipsync videos, manage assets, and check generation…
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| 55427 |
Trust scoring API for AI agents. Evaluate the trustworthiness of any domain, UR…
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| 55428 |
MCP Dev-Tools Agent
Claim
A local AI agent system that gives any LLM real access to the filesystem, termi…
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| 55429 |
DDG MCP Server
Claim
A basic MCP server built with FastMCP framework that provides example tools inc…
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| 55430 |
polymarket-mcp
Claim
Enables AI assistants to query Polymarket prediction markets and analyze market…
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| 55431 |
linux-profiler
Claim
A comprehensive Linux system performance profiler with MCP remote invocation su…
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| 55432 |
MCP Stock Tracker
Claim
Provides real-time stock price tracking with an interactive dashboard, fetching…
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| 55433 |
meteor
Claim
Ejecuta Mets, gestiona contactos y tareas, y lee los datos de tu workspace.
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| 55434 |
prompt-optimizer-2-0-0
Claim
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| 55435 |
vessel-traffic-mcp
Claim
Read-only vessel identity lookup, AIS-style positions, tracks, port calls, carr…
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| 55436 |
Mi Fitness MCP
Claim
MCP server for Mi Fitness cloud data. Provides a local SQLite-backed server to …
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| 55437 |
legacy-web-mcp
Claim
Automatically crawl and analyze legacy web applications to generate documentati…
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| 55438 |
S.C.R.U.B.
Claim
A code quality MCP server with 22 tools for deterministic linting, formatting, …
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| 55439 |
mcp-feedback-pipe
Claim
Web-based feedback collection tool for MCP environments with Markdown, Mermaid …
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| 55440 |
Stitch MCP Server
Claim
Comprehensive MCP server for Google Stitch with 36 tools covering design-to-cod…
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| 55441 |
oci-mcp
Claim
Model Context Protocol (MCP) server exposing Oracle Cloud Infrastructure tools,…
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| 55442 |
Nepal payments for AI agents — Khalti wallet via Khalti. Never holds funds.
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| 55443 |
calendar-mcp
Claim
Enables reading your Microsoft 365 calendar to get today's meetings and availab…
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| 55444 |
Vision QA MCP
Claim
An MCP server that enables automated quality control for generated images, eval…
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| 55445 |
exchange-ai-connector
Claim
Enables AI agents to read and manage Microsoft 365/Outlook email and calendar, …
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| 55446 |
sqlite-mcp-server7
Claim
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| 55447 |
DDG MCP2
Claim
A basic MCP server template built with FastMCP framework that provides example …
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| 55448 |
MCP server for interacting with Bitcoin Agents on Stacks blockchain. Bitcoin Ag…
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| 55449 |
jenkins-http-mcp-server
Claim
Enables interaction with Jenkins servers through HTTP APIs, allowing users to l…
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| 55450 |
SAP MCP Command Center
Claim
Enables querying three synthetic SAP systems (ERP, S/4HANA, BW) for master data…
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