MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 3 hours, 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 52401 |
mcp-pronto
Claim
B2B sales intelligence: find companies, extract leads, enrich contacts with ema…
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| 52402 |
Vercel MCP Server
Claim
Enables AI assistants to interact with Vercel API for managing projects, deploy…
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| 52403 |
@gpriday/techlead-mcp
Claim
A read-only MCP server providing structured code planning and review tools (tec…
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| 52404 |
A Model Context Protocol server for deep codebase understanding of Python proje…
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| 52405 |
Noemic Fabs
Claim
Custom manufacturing for AI agents: parametric CAD in chat, DFM checks, USD quo…
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| 52406 |
Rally MCP Server
Claim
Enables AI assistants to retrieve Rally work items by FormattedID using HTTP Ba…
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| 52407 |
maxaeo-ai-visibility-mcp
Claim
Local-first AI visibility, GEO/AEO, and llms.txt audit MCP server for Claude, C…
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| 52408 |
agent-zoo
Claim
Enables injecting agent personas into Cursor conversations via MCP prompts.
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| 52409 |
TabulaRAG
Claim
Enables AI assistants to query tabular data (CSV/TSV) using natural language wi…
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| 52410 |
engram
Claim
Local, private memory layer for notes and files with temporal reasoning and cit…
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| 52411 |
adver-optimizer-prod
Claim
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| 52412 |
SEED MCP
Claim
SEED provides a unified interface to compound AI systems, coordinating between …
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| 52413 |
beyondcompare-mcp
Claim
Enables file comparison, folder diffing, 3-way merging, folder sync, and script…
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| 52414 |
solana-infra-mcp
Claim
Provides Solana infrastructure awareness including RPC health, priority fee est…
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| 52415 |
Singapore LTA MCP Server
Claim
Provides real-time access to Singapore's Land Transport Authority data, includi…
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| 52416 |
create-image-mcp
Claim
An MCP server that generates and edits images using OpenAI's GPT Image model, a…
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| 52417 |
Create, schedule, review, analyze, and manage social content across connected c…
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| 52418 |
prompt-refiner
Claim
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| 52419 |
LINE Shopping API MCP
Claim
MCP Server for the LINE Shopping API, enabling AI agents and tools to interact …
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| 52420 |
Game Logs MCP Server
Claim
Retrieves game logs from the Lumigame platform, including recent logs and sign-…
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| 52421 |
MCP server for WordPress content management that provides a secure interface fo…
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| 52422 |
mcp-devops-deploy
Claim
Enables automated deployments, environment management, snapshots, and deploymen…
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| 52423 |
ado-mcp
Claim
Enables AI assistants to interact with Azure DevOps, providing tools for managi…
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| 52424 |
Forward MCP
Claim
Enables agents to purchase verified growth outcomes such as qualified leads, sa…
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| 52425 |
GitHub MCP Agent Server
Claim
MCP server that exposes GitHub operations as tools for AI agents, enabling code…
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| 52426 |
fallcrm-elite-mcp
Claim
MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold op…
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| 52427 |
repomemory
Claim
MCP server that captures and recalls coding session memory (failures, decisions…
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| 52428 |
mcp-server
Claim
Provides instructions and code to set up an MCP server using FastMCP, enabling …
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| 52429 |
polynodes-osc-mcp
Claim
MCP server for controlling PolyNodes spatial sonic synthesis via OSC, allowing …
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| 52430 |
memory-graph
Claim
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| 52431 |
arcgis-honolulu
Claim
Enables searching, querying, and inspecting Honolulu GIS open geospatial datase…
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| 52432 |
jetkvm-mcp
Claim
MCP server that enables AI to see and control a physical computer via a JetKVM …
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| 52433 |
iPayX FX Audit
Claim
The world's first forensic FX audit MCP server.
Detects hidden bank fees, undi…
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| 52434 |
moderngl-docs-mcp
Claim
Enables hybrid keyword and semantic search over ModernGL documentation using FT…
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| 52435 |
Smithsonian MCP Server
Claim
Enables searching and exploring millions of items from the Smithsonian Institut…
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| 52436 |
aseprite-mcp
Claim
MCP server for controlling Aseprite from Codex, wrapping its native CLI and Lua…
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| 52437 |
muninn-local-mcp
Claim
A local-first MCP server providing persistent, project-scoped and global memory…
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| 52438 |
edge-tts
Claim
Convert text into natural-sounding speech for fast audio creation. Orchestrate …
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| 52439 |
P12 SRE Ops MCP Server
Claim
Enables SRE operations through natural language, providing tools to query SLO s…
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| 52440 |
Tableau MCP Server
Claim
Enables reading and writing to Tableau Server or Tableau Cloud via the REST API…
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| 52441 |
Provides a modular MCP server to integrate with IBM Data Intelligence services,…
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| 52442 |
smithery-ai-mcp2
Claim
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| 52443 |
search-online-mcp
Claim
Exposes a standardized web search tool via Brave Search for MCP clients like Co…
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| 52444 |
China-Central-Policy-MCP
Claim
Facilitates retrieval and parsing of Chinese central government policies from g…
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| 52445 |
Beaunifi
Claim
An MCP server that intelligently beautifies and minifies JavaScript and CSS fil…
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| 52446 |
datasaudi-mcp
Claim
Ask about the Saudi economy in plain English or Arabic. No API key or database …
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| 52447 |
Multi-MCP Server
Claim
A distributed MCP server architecture with a master aggregator that orchestrate…
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| 52448 |
@unfakable/mcp
Claim
Document verification MCP server enabling AI agents to verify file authenticity…
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| 52449 |
shopify-forecast-mcp
Claim
Enables AI assistants to forecast revenue and demand for Shopify stores using G…
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| 52450 |
OpenSCAD MCP Server
Claim
Enables AI assistants to render 3D models by providing tools to execute OpenSCA…
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