MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 1 hour, 37 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 42151 |
MCP X++ Server
Claim
Enables D365 F\&O development including object creation, modification, deletion…
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| 42152 |
Local AI MCP
Claim
Unified MCP server for managing local model runtimes (Ollama, LM Studio, etc.),…
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| 42153 |
Enables bulk domain registration status checking for over 200 TLDs using WHOIS …
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| 42154 |
Font MCP
Claim
An expert design advisor MCP server that researches live discussions, scans pro…
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| 42155 |
my-portfolio-mcp
Claim
A FastMCP server packaged for easy installation into Dataiku code environments,…
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| 42156 |
OpenCoffer
Claim
Enables querying personal finance data including accounts, transactions, spendi…
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| 42157 |
browserbase
Claim
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| 42158 |
Dimensional Analysis
Claim
Validate physics equations for dimensional consistency. Add custom variables an…
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| 42159 |
HireScript MCP Server
Claim
Generates inclusive, bias-free job descriptions by leveraging Claude AI to dete…
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| 42160 |
CollabMCP
Claim
Provides shared real-time context for Claude Code agents, including scope aware…
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| 42161 |
Satori
Claim
Agent-safe code retrieval MCP server that indexes repositories and provides sem…
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| 42162 |
Enables web search via Tavily API, dice rolling, and marketing/company news ret…
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| 42163 |
agentdrop-mcp-server
Claim
MCP server for AgentDrop - encrypted file transfer between AI agents across any…
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| 42164 |
ZipExplore MCP Server
Claim
Enables location intelligence for US ZIP codes, allowing users to search, profi…
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| 42165 |
Jamf Docs MCP Server
Claim
Provides AI assistants with direct access to Jamf official documentation, enabl…
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| 42166 |
flexoffers-mcp
Claim
Integrates FlexOffers API v3 as an MCP server, enabling users to manage affilia…
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| 42167 |
GLPI MCP
Claim
MCP server allowing an AI assistant to interact directly with your GLPI instanc…
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| 42168 |
woow-odoo-mcp-server
Claim
A production-ready admin bundle for Odoo MCP Server deployments, providing a we…
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| 42169 |
mnemostack
Claim
Durable hybrid memory for AI agents. Combines vector search, BM25, temporal ret…
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| 42170 |
Setup Agent MCP
Claim
Enables AI assistants to automatically analyze GitHub repositories and set up d…
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| 42171 |
EVOKORE-MCP
Claim
Multi-server MCP aggregator with 266 skills, an orchestration runtime, fleet/cl…
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| 42172 |
476 MCP tools across 557 fintech tools: ChainGraph AP2 decisions, execution_has…
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| 42173 |
Kubernetes MCP Server
Claim
powerful Kubernetes MCP server with additional support for OpenShift. Besides p…
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| 42174 |
computer-use-mcp
Claim
Gives AI assistants full macOS desktop control via screenshots, mouse, keyboard…
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| 42175 |
usa-npn-mcp-server
Claim
Enables querying and exporting phenology data from the USA National Phenology N…
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| 42176 |
Earth-2 Elevation MCP
Claim
Local stdio MCP server for Open-Elevation single, batch, and profile lookups.
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| 42177 |
Enables comprehensive file and document operations including image compression,…
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| 42178 |
mcp-memory-vault
Claim
A self-hosted memory layer for Claude using plain markdown files, enabling pers…
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| 42179 |
Guardia MCP Server
Claim
A production Model Context Protocol (MCP) server with 70+ tools, OAuth 2.1 auth…
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| 42180 |
supertonic3-mcp
Claim
Enables local text-to-speech synthesis for Claude and Cursor using Supertonic 3…
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| 42181 |
image2svg-mcp
Claim
Convert raster images (PNG/JPG/WEBP/TIFF) to SVG vector format. Single tool, ac…
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| 42182 |
AI agents for bookkeeping, reconciliation, and financial close for SMBs.
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| 42183 | — | |||||||||
| 42184 |
PriceHunt MCP Server
Claim
Enables searching and comparing products across Pakistani e-commerce platforms …
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| 42185 |
mcp-zap
Claim
MCP server for sending and receiving WhatsApp messages through Evolution API, e…
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| 42186 |
mcp-dispatch
Claim
Local inter-agent messaging for AI coding agents via filesystem relay.
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| 42187 |
knowledge-wiki-mcp
Claim
MCP server for co-building and managing atomic learning notes in an Obsidian va…
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| 42188 |
Boolsai Signals
Claim
Quant-research MCP — tradeable signals from public-company website stack change…
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| 42189 |
Waymark
Claim
MCP server that intercepts and controls AI agent actions in your codebase by en…
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| 42190 |
arcgis-pro-mcp
Claim
Drives a live ArcGIS Pro session from Claude via arcpy, enabling layer listing,…
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| 42191 |
Enables exploring Steam store reviews and community discussion threads with ser…
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| 42192 |
A Model Context Protocol server that provides tools for interacting with Yahoo …
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| 42193 |
comsol-mcp-server
Claim
Enables AI agents to automate COMSOL Multiphysics simulations, including model …
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| 42194 |
Trawlia
Claim
Web search and page extraction for agents, returned as readable text rather tha…
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| 42195 |
FontLab MCP Server
Claim
Enables AI assistants to interact with FontLab for font design and manipulation…
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| 42196 |
mcp-server-yeelight-lan
Claim
Enables control of Yeelight smart lights over local LAN, supporting on/off, bri…
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| 42197 |
api-mcp
Claim
An MCP server that automatically discovers API endpoints from any codebase, gen…
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| 42198 |
ContextVault
Claim
Shared context storage for AI agents. Enables any MCP-compatible model to store…
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| 42199 |
Invompt MCP
Claim
Enables users to interact with Invompt's public invoice API to draft and create…
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| 42200 |
Plany
Claim
Organize travel itineraries by creating detailed trips with scheduled events li…
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