MCP Server Quality Scores
Independent quality analysis of 67291 public MCP servers
Last updated 2 hours, 39 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 63301 |
Manim MCP Server
Claim
Enables Claude to create mathematical animation videos using Manim, allowing vi…
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| 63302 |
timepiece-mcp
Claim
MCP server integrating OBSS Timepiece Time in Status for Jira, enabling queries…
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| 63303 |
grok-mcp-server
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Search X (formerly Twitter) in real-time from your AI assistant using xAI's Gro…
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| 63304 |
agentbill-mcp
Claim
MCP server for AI agent billing. Preflight spend checks before agent runs. Post…
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| 63305 |
Todo MCP Server
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Enables AI assistants to manage a todo list with add, list, complete, and delet…
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| 63306 |
Clara Carros MCP server
Claim
Enables AI assistants to search car inventory, estimate import taxes (ISV) and …
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| 63307 |
oci-mcp-server
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An MCP server for managing Oracle Cloud Infrastructure API Gateways, enabling l…
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| 63308 |
weixin-mcp
Claim
Enables AI assistants to send and receive WeChat messages through the official …
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| 63309 |
superset-mcp
Claim
A Model Context Protocol (MCP) server for managing Apache Superset datasets, me…
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| 63310 |
Proxytline MCP
Claim
MCP server that wraps the Proxyline proxy provider API, exposing all methods as…
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| 63311 |
Remove vocals, extract instrumentals, and split any song into up to six stems —…
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| 63312 |
mcp-k8s-server
Claim
A Kubernetes management MCP server that provides interfaces for getting informa…
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| 63313 |
MyMCP
Claim
Provides tools for Synology NAS operations (login, file management) and Chrome …
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| 63314 |
mcp-web-fetch
Claim
Enables token-efficient web reading and HTTP requests for MCP agents, with tool…
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| 63315 |
bim-change-engine
Claim
Provides a change-intelligence layer for BIM models, enabling diff analysis of …
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| 63316 |
my-mcp-server
Claim
Exposes Aniket Charjan's resume as a queryable API for AI assistants, implement…
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| 63317 |
lsp-intelligence
Claim
MCP server providing 29 tools across 5 layers for semantic TypeScript/JavaScrip…
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| 63318 |
cli-orchestrator-mcp
Claim
Resilient multi-CLI orchestration server for AI agents that routes tasks to Cla…
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| 63319 |
OpenTrain
Claim
Hire human data labelers, RLHF annotators, and evaluators from your coding agen…
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| 63320 |
An MCP server that enables Claude Desktop to access and analyze financial data …
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| 63321 |
creatorforge
Claim
MCP server for AI content generation, enabling agents to learn a voice, generat…
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| 63322 |
taxfood-mcp
Claim
Exposes public agency dining expense data from Korean public institutions, enab…
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| 63323 |
mcpuptimeledger-mcp
Claim
MCP uptime, schema, auth, and SLA receipt monitoring.
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| 63324 |
distillory
Claim
Local-first memory engine that synthesizes entity profiles at ingestion. Enable…
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| 63325 |
wd-mycloud-mcp
Claim
Enables AI assistants to browse, read, write, move, copy, and delete files on W…
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| 63326 |
Serena MCP Server
Claim
Provides IDE-like semantic code retrieval and editing tools for LLMs, enabling …
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| 63327 |
ullage
Claim
Manage your wine cellar through natural language with your AI agent, including …
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| 63328 |
Notion MCP Server
Claim
Enhanced Notion MCP server with custom composite tools for task management, inc…
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| 63329 |
luogu-mcp
Claim
Fetches and structures programming problem data from Luogu, enabling AI tools t…
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| 63330 |
Jira MCP Server
Claim
Provides AI assistants with tools to query, filter, and analyze JIRA issues sto…
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| 63331 |
@saperly/mcp
Claim
MCP server for Saperly that enables AI agents to provision phone numbers, place…
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| 63332 |
simple-prompts-mcp
Claim
A simple MCP server for utilizing prompts defined in YAML files.
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| 63333 |
Generates beautiful Xiaohongshu-style cover images via AI, integrated with MCP-…
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| 63334 |
local-image-search
Claim
Privacy-first MCP server for macOS that allows AI agents to search local images…
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| 63335 |
frame-check-mcp
Claim
Enables structural framing analysis of documents, identifying perspectives, omi…
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| 63336 |
@mempalace/mcp-dev
Claim
Enables AI coding assistants to access grounded, branch-scoped codebase context…
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| 63337 |
Poligraph MCP Server
Claim
Exposes French political data from Poligraph as MCP tools, allowing journalists…
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| 63338 |
clockify_mcp
Claim
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| 63339 |
Crypto Tax MCP
Claim
Cost basis tracking, capital gains calculation, and 1099-DA reconciliation for …
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| 63340 |
MCP Brave Search Server
Claim
Enables web search using the Brave Search API, with configurable query and resu…
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| 63341 |
Monad MCP Server
Claim
Enables interaction with the Monad Testnet blockchain, including reading block …
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| 63342 |
browser-devtools-mcp
Claim
An MCP server that provides AI coding assistants with comprehensive browser aut…
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| 63343 |
gpu-rental-mcp
Claim
Enables comparing and renting vGPUs from 30+ cloud providers via Shadeform API,…
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| 63344 |
concept-rag
Claim
Enables LLMs to perform conceptual search over local PDF/EPUB documents using a…
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| 63345 |
AWS_CloudGuardMCP
Claim
An intelligent AWS monitoring and incident response solution using Anthropic's …
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| 63346 |
An MCP server that enables AI assistants like Claude to interact with Substack …
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| 63347 |
notion-mcp-server
Claim
Enables Claude Desktop to read and create Notion pages with markdown formatting…
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| 63348 |
Enterprise PostgreSQL MCP secured by Aegis Zero-Trust to block unauthorized SQL…
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| 63349 |
Conduit
Claim
A self-hosted RSS reader MCP server that manages RSS subscriptions and fetches …
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| 63350 |
modao-prototype-mcp
Claim
Reads Modao read-only prototype links and exports a directory of page screensho…
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