MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 23 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 34501 |
MCP server for Interactive Brokers API integration, enabling account management…
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| 34502 |
ai-rate-limit-tracker
Claim
Cloudflare Workers MCP server: ai-rate-limit-tracker
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| 34503 |
Granoflow
Claim
Connect AI agents to Granoflow for tasks, reviews, and spaced-review memory car…
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| 34504 |
iitkgp-erp-mcp
Claim
MCP server for IIT Kharagpur ERP that enables querying grades, CGPA, attendance…
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| 34505 |
kodey-pdf-mcp
Claim
Detect and list form fields in any PDF. Fill forms with your data and receive t…
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| 34506 |
zencontrol-cloud-mcp
Claim
Enables AI assistants to discover and control ZenControl DALI-2 lighting system…
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| 34507 |
hfss-agent-native
Claim
Enables natural language control of HFSS (v2019-2025) for antenna modeling, sim…
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| 34508 |
mealie-mcp
Claim
A read-only MCP server for Mealie that enables searching recipes, managing shop…
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| 34509 |
skillsmp-mcp-server
Claim
This MCP server enables AI agents to search, discover, and install skills from …
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| 34510 |
Vaultix MCP Server
Claim
Enables Claude to interact with the Vaultix Payment API for managing charges, c…
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| 34511 |
instrument_mcp
Claim
Enables AI to control RIGOL DHO/HDO oscilloscopes and SIGLENT SDG1000X signal g…
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| 34512 |
cmxflow
Claim
Composable, tunable cheminformatics workflows: library preparation, clustering,…
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| 34513 |
live2d-mcp
Claim
A simple MCP server that implements a note storage system allowing users to add…
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| 34514 |
postgres-mcp-server
Claim
Enables AI assistants to manage, monitor, and optimize PostgreSQL databases wit…
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| 34515 |
google-chat-mcp
Claim
An MCP server that connects Claude to your Google Chat workspace, enabling sear…
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| 34516 |
skill-search
Claim
Semantic, on-demand skill retrieval for Claude Code that saves tokens and impro…
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| 34517 |
nol MCP server -- search, cited Q&A, and pages over your team's knowledge base
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| 34518 |
SmartconversionAPI
Claim
conversion image to webp/avif with 402 payement required, 0.001 and 0.0005 afte…
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| 34519 |
Langflow MCP Server
Claim
MCP Server for interacting with the Langflow API via a natural language interfa…
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| 34520 |
Competitive pricing, ads, SEO moves, launches, reviews, and daily market briefs.
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| 34521 |
Enables AI-powered Kubernetes management using natural language, supporting kub…
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| 34522 |
legal-document-ai-mcp
Claim
legal-document-ai-mcp MCP server by MEOK AI Labs
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| 34523 |
Sorftime MCP Server
Claim
Remote MCP server for read-only Sorftime Enterprise API access, enabling produc…
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| 34524 |
Thordata MCP Server
Claim
Enables AI models to scrape and extract data from any website globally using Th…
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| 34525 | — | |||||||||
| 34526 |
reportflow-mcp
Claim
Generate PDF reports (invoices, contracts, statements) from [ReportFlow](https:…
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| 34527 |
vvvesse
Claim
ESSE (Existence Synchronization System Entity) — a meta-agent MCP server that f…
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| 34528 |
MCP Thinking Server
Claim
A powerful MCP server that enhances LLMs with advanced sequential thinking capa…
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| 34529 |
SecondBrain MCP Server
Claim
Enables external AI clients to query and interact with a personal knowledge ass…
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| 34530 |
Revel Digital MCP Server
Claim
Enables AI assistants to manage digital signage infrastructure through the Reve…
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| 34531 |
mueblito
Claim
Diseño de muebles 3D para Argentina: cotización en ARS, despiece para la madere…
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| 34532 |
Agent Orchestration
Claim
A Model Context Protocol (MCP) server that enables multiple AI agents to share …
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| 34533 |
PAL MCP
Claim
A Model Context Protocol server that connects multiple AI models into a single …
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| 34534 |
MCP Nightscout
Claim
Connects AI assistants to Nightscout for real-time glucose monitoring, analysis…
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| 34535 |
gdep
Claim
🎮 gdep — Game Codebase Analysis Tool
Understand a Unity/UE5/Axmol project in 0.…
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| 34536 |
InfluIQ MCP Server
Claim
Connects AI tools to InfluIQ for analyzing influencers, discovering creators, a…
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| 34537 |
Relax Memory MCP
Claim
Persistent, structured memory server for AI agents using the Model Context Prot…
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| 34538 |
AFSIM MCP Server
Claim
Enables LLMs and AI agents to interact with AFSIM through standardized MCP tool…
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| 34539 |
goop-shield
Claim
MCP server that provides runtime defense for AI agents, protecting against prom…
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| 34540 |
Apollo MCP Server
Claim
Provides tools to search and enrich people and companies, retrieve job postings…
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| 34541 |
gas-station-closing-form
Claim
Connect to your Supabase project to explore and query your database. List table…
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| 34542 |
MotionSpec
Claim
Hallucination-proof scroll motion: LLM writes validated specs, deterministic GS…
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| 34543 |
Dial
Claim
Communication stack for AI agents: SMS, AI voice calls, phone numbers, and acco…
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| 34544 |
Agent Memory MCP
Claim
MCP server for agent-maintained memories, allowing creation, reading, updating,…
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| 34545 |
Dexcom G7 MCP Server
Claim
Provides access to Dexcom G7 continuous glucose monitor data, enabling AI assis…
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| 34546 |
mcp-eurostat
Claim
Enables querying Eurostat statistical data through natural language or direct M…
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| 34547 |
openapi-mcp-server
Claim
Converts any OpenAPI/Swagger API specification into MCP tools that AI assistant…
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| 34548 |
Thailand Leceipt e-Tax: AI agents create, poll and download e-Tax Invoices, sta…
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| 34549 |
Scan any public GitHub MCP-server repo for security issues. 37 MCP-specific L1 …
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| 34550 |
Unofficial read-only MCP server for your local WhatsApp chat history (stays on …
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