MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 56451 |
Provides AI agents with enterprise-grade access to Kotlin-based Android develop…
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| 56452 |
SEI-MCP
Claim
Enables automation of the SEI! (Sistema Eletrônico de Informações) system via C…
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| 56453 |
bing-seo-mcp
Claim
Provides AI agents full access to Bing Webmaster Tools API for site management,…
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| 56454 |
Jenkins MCP Server
Claim
Read-only MCP server for Jenkins CI, enabling AI agents to securely query job/b…
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| 56455 |
A lightweight MCP server for managing DNS records, purging cache, and interacti…
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| 56456 |
Fusion MCP
Claim
A local stdio MCP server providing read-only access to Oracle Fusion/ERP Cloud …
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| 56457 |
mcp-dependency-version
Claim
Enables users to look up package versions, scan for vulnerabilities, and analyz…
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| 56458 |
xunjuzhou-mcp-server
Claim
XunJuZhou MCP is a read-only AI short drama search and recommendation MCP serve…
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| 56459 |
Triplewhale MCP Server
Claim
Enables natural language queries to Triplewhale for analyzing marketing and fin…
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| 56460 |
codegraph-mcp
Claim
MCP server that enables intent search over Python call graphs inside Cursor, re…
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| 56461 |
mcp-server-github
Claim
Enables interaction with GitHub repositories, issues, pull requests, code searc…
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| 56462 |
SlimWeb-MCP
Claim
Enables AI clients to manage SlimWeb/Webless e-commerce backend operations such…
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| 56463 |
CallZero MCP Server
Claim
Enables AI assistants to make phone calls via CallZero service, with tools for …
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| 56464 |
carbon
Claim
Carbon is an open source ERP, MES and QMS for manufacturing. Perfect for comple…
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| 56465 |
job-monitor
Claim
Searches LinkedIn, Indeed, USAJobs, and Google Jobs from the command line, dedu…
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| 56466 |
Gyst MCP
Claim
Enables listing and updating clients, projects, and tickets from your editor vi…
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| 56467 |
Enables natural language-powered ETL workflows using Airflow, AWS Glue, Athena,…
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| 56468 |
drive-mcp
Claim
MCP server enabling file operations (list, search, read, rename, move) on Googl…
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| 56469 |
mcp-isin
Claim
Validates ISIN and CUSIP securities identifiers, and converts CUSIP to ISIN. Pa…
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| 56470 |
jupyter-notebook-mcp
Claim
A FastMCP server for loading, editing, searching, and saving Jupyter notebooks …
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| 56471 |
Terrain
Claim
Terrain indexes entire codebases into a queryable knowledge graph, providing AI…
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| 56472 |
Enhanced Cognee
Claim
Enterprise-grade AI memory infrastructure with multi-agent support, providing 1…
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| 56473 |
Claude-LMStudio-Bridge
Claim
A simple MCP server that enables Claude to communicate with locally running LLM…
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| 56474 |
github-mcp-sketch
Claim
Proxies the GitHub MCP server, returns compact schema instead of raw JSON, and …
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| 56475 |
MCP Site Manager
Claim
Enables AI agents to manage WordPress sites via ~74 capabilities including cont…
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| 56476 |
MongoDB MCP Server
Claim
Enables AI agents to securely connect to MongoDB databases via MCP, with deploy…
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| 56477 |
@sendbyte/mcp
Claim
Enables AI agents to send emails and manage sending domains, templates, analyti…
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| 56478 |
Yahoo Finance MCP Server
Claim
A lightweight MCP server for accessing Yahoo Finance data, providing stock pric…
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| 56479 |
CutterMCP-plus
Claim
Enables LLMs to automate reverse engineering tasks using Cutter, including func…
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| 56480 |
Mittwald MCP Server
Claim
Enables external MCP clients to execute Mittwald CLI commands on behalf of user…
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| 56481 |
MCP server for the Steuerboard API, enabling interaction with Steuerboard servi…
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| 56482 |
Garmin MCP Lite
Claim
A lightweight Garmin Model Context Protocol server with 12 curated endpoints fo…
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| 56483 |
MCP Help Article Server
Claim
MCP server that serves help articles to tenants with tenant isolation, enabling…
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| 56484 |
MCP server for Probo print-on-demand — search products, configure orders, track…
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| 56485 |
newrelic-mcp-server
Claim
Provides New Relic observability tools for AI assistants, enabling discovery, d…
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| 56486 |
A FastAPI-based MCP server orchestrated with Docker Compose, integrating Redis …
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| 56487 |
toggle-brain MCP Server
Claim
Exposes the Toggle Brain knowledge base, prompt templates, and executable scrip…
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| 56488 |
chatgpt-kg
Claim
Builds a personal knowledge graph from selected ChatGPT conversations (stored i…
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| 56489 |
google-mcp-suite-network
Claim
A tiny TypeScript wrapper that exposes five stdio MCP servers (Gmail, Calendar,…
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| 56490 |
CloudChampion MCP Server
Claim
MCP server to query Cloud Champion's training catalog. Enables AI agents to sea…
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| 56491 |
ai-credits-mcp
Claim
MCP server that exposes AI credit usage data from OpenMeter to the TAIS AI chat…
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| 56492 |
flux7-memory
Claim
Governed multi-agent memory for AI agents. Hybrid markdown + SQLite store with …
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| 56493 |
cursor-mcp
Claim
A FastMCP server for Cursor platform APIs enabling spend guardrails, cloud agen…
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| 56494 |
Residential proxy MCP server for AI agents — geo-targeting, sticky sessions, an…
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| 56495 |
hippocampus-mcp
Claim
A personal memory MCP server that ingests AI agent conversation logs from multi…
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| 56496 |
CaptureMind
Claim
Turn Claude Desktop conversations into visual mind maps via MCP.
Highlights blo…
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| 56497 |
turbowebfetch
Claim
MCP server that lets Claude Code fetch web content using real Chrome browsers. …
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| 56498 |
mcp_notes
Claim
MCP server for saving, reading, and listing Markdown notes in the filesystem. E…
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| 56499 |
mcp-commits
Claim
MCP server providing commit rules with SemVer and conventional commits format f…
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| 56500 |
MATRIX
Claim
A local, project-scoped requirement management MCP server that enables AI agent…
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