MCP Server Quality Scores
Independent quality analysis of 66402 public MCP servers
Last updated 55 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 65301 |
OmniGraffle BindCraft
Claim
Enables AI agents to create publication-quality scientific diagrams, flowcharts…
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| 65302 |
mk-plan-master
Claim
MCP server bridging product ideas to prioritized roadmaps + spec drafts. Hands …
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| 65303 |
hermes-mcp-bridge
Claim
A zero-friction stdio MCP bridge connecting Cursor Desktop to a local Hermes Ag…
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| 65304 |
MCP Advbox Server
Claim
Enables AI agents to interact with the Advbox legal management system, supporti…
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| 65305 |
cardano-node-mcp
Claim
MCP server enabling LLMs to interact with a Cardano node by wrapping cardano-cl…
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| 65306 |
NVIDIA MCP
Claim
Provides tools for NVIDIA NIM and Visual GenAI APIs, enabling chat completions,…
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| 65307 |
Manages airline crew qualifications, certifications, FAA Part 117 compliance, a…
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| 65308 |
multi-ai-collab
Claim
Lets Claude Code query multiple AI models (Gemini, Grok, ChatGPT, DeepSeek) for…
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| 65309 |
wheelfor-mcp
Claim
Create, spin, and manage shareable decision wheels on wheelfor.com. Supports cr…
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| 65310 |
Evernote MCP Server
Claim
A Python MCP server that gives AI assistants full access to your Evernote accou…
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| 65311 |
gibs-mcp
Claim
Regulatory compliance (AI Act, GDPR, DORA) with article-level citations
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| 65312 |
mcp-clinicaltables
Claim
Provides keyless access to NIH clinical data including ICD-10/9, RxTerms, LOINC…
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| 65313 |
constraint-mcp-server
Claim
Enables AI tools to interact with constraint theory tools for pitch snapping, m…
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| 65314 |
c2pa-mcp
Claim
Verifies C2PA Content Credentials for local files or URLs and returns an LLM-re…
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| 65315 |
Meetup MCP Server
Claim
A Model Context Protocol implementation for managing context, prompts, and mode…
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| 65316 |
mcp-server-ngrok
Claim
Exposes a local MCP server via ngrok with SSE and Streamable HTTP transports fo…
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| 65317 |
Exposes DeerFlow's multi-agent capabilities (deep research, data analysis, char…
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| 65318 |
PM-Skills MCP
Claim
MCP server exposing 40 best-practice product management skills plus workflows a…
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| 65319 |
Argus MCP
Claim
Enables AI-powered, zero-trust code review with multiple models, supporting sin…
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| 65320 |
云启智联 MCP Server
Claim
让支持 MCP 的 AI 客户端直接调用票据识别能力,包括银行回单、对账单、增值税发票等解析。
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| 65321 |
An MCP server for QA and test automation that provides runtime switching betwee…
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| 65322 |
brave-search-mcp
Claim
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| 65323 |
ctalk
Claim
Enables coworkers to register profiles, ask questions, check inboxes, propose d…
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| 65324 |
Clonst
Claim
Enables adversarial code review by connecting Claude Code to OpenAI Codex, iter…
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| 65325 |
Unity MCP Server
Claim
An MCP server for Unity that enables AI agents to query and control the Unity E…
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| 65326 |
Enables AI agents to query Microsoft Copilot Studio telemetry and governance da…
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| 65327 |
paperclip-mcp
Claim
Enables AI assistants to manage Paperclip AI agents, issues, goals, approvals, …
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| 65328 |
Finance Research Agent
Claim
AI equity-research analyst for Indian NSE/BSE markets with 28 MCP tools enablin…
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| 65329 |
discord-mcp
Claim
An MCP server for managing Discord servers with 73 tools including channels, ro…
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| 65330 |
mcp-remote-docker
Claim
Manages Docker containers, images, and Compose stacks on a remote host over SSH…
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| 65331 |
my-mcp-server
Claim
A FastMCP server that wraps a REST API as MCP tools, enabling AI agents to inte…
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| 65332 |
AmexAnalysis-MCP
Claim
Enables analysis of American Express credit card statements with vendor unmaski…
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| 65333 |
crest-verify
Claim
Verify x402 endpoints before your agent spends. Three tools: verify (SPEND/CAUT…
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| 65334 |
mem-context
Claim
Temporal memory MCP server with LanceDB vector search, weight-decay scoring, an…
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| 65335 |
dynamic-db-mcp-server
Claim
Enables AI agents to dynamically register and query MySQL-compatible databases …
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| 65336 |
codescan-mcp
Claim
Scans codebases for TODOs, FIXMEs, code complexity, file stats, and dependencie…
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| 65337 |
MCP Template
Claim
A production-ready Model Context Protocol server template in TypeScript that en…
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| 65338 |
genai-lab
Claim
Exposes tools for semantic search and RAG-based Q\&A from a local knowledge bas…
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| 65339 |
MCP Thinking Server
Claim
A powerful MCP server that enhances LLMs with advanced sequential thinking capa…
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| 65340 |
@splice-cad/mcp
Claim
MCP server for Splice CAD cable assembly and wiring harness design tool. Enable…
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| 65341 |
Enables analyzing AWS cloud spending and Bedrock usage through natural language…
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| 65342 |
mcp-vl-msa-rs
Claim
Searchable agent memory: BM25 corpus recall, original-text injection, remember/…
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| 65343 |
mcp-postgres
Claim
Read-only PostgreSQL MCP server that enables running SELECT queries, listing ta…
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| 65344 |
OpenAI Ads MCP Server
Claim
An MCP server that exposes the ChatGPT Ads API as tools an LLM host can call.
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| 65345 |
KappaML MCP Server
Claim
Exposes the KappaML API as tools for AI assistants, enabling user management, m…
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| 65346 |
Routara LLM Gateway
Claim
OpenAI-compatible LLM, image and video APIs via Routara (api.routara.ai).
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| 65347 |
MCP France Geo
Claim
Provides French address data from DVF, Géorisques, and SSMSI sources, including…
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| 65348 |
mcp-client-discord
Claim
Listens for Discord @mentions via Gateway and queues them for processing by an …
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| 65349 |
NZXplorer MCP Server
Claim
An MCP server that gives AI assistants direct access to New Zealand stock marke…
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| 65350 |
nano-pdf-mcp
Claim
Memory-efficient MCP server for reading and splitting large PDF files page by p…
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