MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 2 hours, 51 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 55251 |
personal-kg-mcp
Claim
Auto-captures decision context from multi-agent workflows to preserve the 'why'…
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| 55252 |
knowledge-mcp
Claim
Serves locally stored knowledge bases (e.g., Trading-Knowledge, Bug-Bounty-Know…
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| 55253 |
cvm-mcp
Claim
MCP server that fetches Brazilian financial data from the CVM open data portal …
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| 55254 |
golemio-mcp
Claim
Enables AI assistants to query Prague's public transit departures, air quality,…
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| 55255 |
Enables running MCP tools remotely on Cloudflare Workers with OAuth authenticat…
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| 55256 |
pwndbg-mcp
Claim
An MCP tool that enables AI agents to debug ELF binaries, particularly for CTF …
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| 55257 |
whoop-mcp
Claim
Enables Claude to access WHOOP data such as recovery, sleep, strain, and workou…
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| 55258 |
bitvavo-mcp
Claim
Exposes a Bitvavo crypto exchange account as read-only tools for Claude, allowi…
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| 55259 |
sql-sop-mcp
Claim
MCP server that integrates sql-sop SQL linter into LLM clients, enabling lintin…
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| 55260 |
quake-mcp
Claim
MCP server wrapping the USGS Earthquake Hazards API, enabling AI assistants to …
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| 55261 |
posbuzz-mcp
Claim
A local MCP server that exposes the PosBuzz cosmetic analysis SaaS API as MCP t…
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| 55262 |
Unilytics MCP Server
Claim
Marketing analytics MCP server with 21 tools for SEO, keyword research, backlin…
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| 55263 |
xueqiu-mcp
Claim
Enables querying real-time stock data for A-shares, Hong Kong, and US markets, …
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| 55264 |
kanban-mcp
Claim
MCP server for task/ticket management with dependency tracking, supporting CRUD…
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| 55265 |
Secure MCP Server
Claim
Production-ready MCP server with web search, persistent memory, multi-user supp…
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| 55266 |
tmdb-mcp-server
Claim
Search, detail, and discovery for movies, TV, and people on The Movie Database …
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| 55267 |
llm-wiki-kiss
Claim
A KISS self-hosted wiki server for AI agents, providing MCP tools to list, read…
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| 55268 |
mcp-obsidian-cli
Claim
Enables capturing Claude conversations as Obsidian notes and searching the vaul…
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| 55269 |
Discord MCP Server
Claim
Enables LLMs to send and read messages in Discord channels, manage servers, cha…
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| 55270 |
mlops-mcp-server
Claim
Enables AI assistants to perform MLOps workflows such as experiment tracking, m…
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| 55271 |
postgres-mcp
Claim
MCP server for PostgreSQL that enables Cursor and other MCP clients to execute …
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| 55272 |
mcp-java-dev-tools
Claim
Bridges agentic coding tools and live Java runtime behavior through a lightweig…
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| 55273 |
Enables deployment of a remote MCP server on Cloudflare Workers without authent…
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| 55274 |
Enables AI clients to directly read and write Excel files, including reading st…
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| 55275 |
Deriva MCP Server
Claim
Enables AI assistants to manage Deriva catalogs and execute ML workflows, inclu…
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| 55276 |
mcp-proxy
Claim
A proxy MCP server that reduces token usage by caching tool definitions locally…
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| 55277 |
@dropdat/mcp
Claim
Enables AI clients to search, retrieve, and save capsules in the user's dropdat…
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| 55278 |
HubSpot CMS Website MCP
Claim
An MCP server providing comprehensive HubSpot CMS development documentation, en…
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| 55279 |
Enables interaction with IntelliMatch recruiting and iSuite insurance systems t…
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| 55280 |
A local MCP server that parses Robot Framework output.xml files, scores and gro…
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| 55281 |
mcp-project-search
Claim
A project search MCP server based on Milvus vector database, supporting semanti…
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| 55282 |
Context7 MCP Server
Claim
Enables LLM-powered code analysis, generation, debugging, and context managemen…
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| 55283 |
Alpha Vantage MCP
Claim
Enables access to stock and financial data from Alpha Vantage, including stocks…
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| 55284 |
mem0-agent-memory
Claim
An MCP server that provides persistent memory capabilities for AI agents using …
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| 55285 |
ComfyUI MCP
Claim
MCP server that connects local ComfyUI to AI agents, enabling natural language …
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| 55286 |
playwright-browser
Claim
Enables AI agents to control a web browser using Playwright, supporting navigat…
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| 55287 |
agent-memory-mcp
Claim
Gives AI coding assistants persistent memory by storing, semantically searching…
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| 55288 |
jlink-mcp
Claim
Enables AI assistants to debug embedded devices via SEGGER J-Link probes, inclu…
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| 55289 |
ArXiv Insight MCP Server
Claim
Enables searching arXiv papers by topic or category, retrieving full text, PDFs…
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| 55290 |
unfragile-mcp-server
Claim
Canonical MCP server resolver. Returns the right MCP for any agent intent with …
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| 55291 |
filter-mcp-server
Claim
Compares approximate filter data structures (Bloom, Counting Bloom, Cuckoo, SuR…
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| 55292 |
godson_1231
Claim
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| 55293 |
Agent.ai MCP Server
Claim
An MCP server that integrates with the Agent.ai API to provide web text extract…
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| 55294 |
mcp-saas-connector
Claim
One MCP server for the SaaS back office. Stripe, HubSpot, and Google Sheets exp…
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| 55295 |
GCP Diagram MCP Server
Claim
Generates GCP architecture diagrams, sequence diagrams, flow charts, and class …
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| 55296 |
Implements the Tree of Thoughts framework for structured reasoning and decision…
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| 55297 |
Celo MCP Server
Claim
Provides comprehensive access to Celo blockchain data, token operations, NFT ma…
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| 55298 |
Todoist MCP Server
Claim
Enables task, project, section, label, and comment management via Todoist's API…
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| 55299 |
mcp-a11y
Claim
Enables auditing web pages for WCAG violations, applying deterministic fixes an…
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| 55300 |
gitbook-mcp
Claim
A Model Context Protocol server for GitBook that enables reading content and dr…
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