MCP Server Quality Scores
Independent quality analysis of 68965 public MCP servers
Last updated 1 hour, 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 67601 |
Measure how AI assistants cite your brand. Returns measured data and ready-to-a…
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| 67602 |
dotnet-coverage-mcp
Claim
MCP server for .NET coverage: run tests, parse Cobertura, find uncovered branch…
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| 67603 |
Matomo MCP Server
Claim
Enables AI models to interact with Matomo analytics through a complete MCP serv…
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| 67604 |
Vehicle handover compliance — NAMA Vehicle Grading, BVRLA Fair Wear & Tear, pho…
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| 67605 |
webcli
Claim
Secure, agent-driven web data extraction MCP server that extracts structured da…
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| 67606 |
aster-guard
Claim
Enables scanning MCP server configurations for security risks like prompt injec…
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| 67607 |
RE-MCP Server
Claim
A local, privacy-first MCP server that orchestrates Ghidra, Binary Ninja, x64db…
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| 67608 |
upstox-mcp-server
Claim
Enables LLM agents to analyze portfolios and execute orders on the Indian stock…
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| 67609 |
citation-tracker
Claim
Checks whether AI search engines cite your domain for a prompt. From $0.15/call…
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| 67610 |
FlowSpec MCP
Claim
A PRD-first multi-agent MCP server that wraps agent definitions, collaboration …
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| 67611 |
home-slice-mcp
Claim
MCP server providing mortgage calculation tools and live interest rates from Ho…
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| 67612 |
kodey-pdf-mcp
Claim
Detect and list form fields in any PDF. Fill forms with your data and receive t…
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| 67613 |
TextToolkit
Claim
A text transformation and formatting MCP server that provides common text manip…
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| 67614 |
oci-mcp-blueprint
Claim
Provides a blueprint for building and deploying Python MCP servers on Oracle Cl…
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| 67615 |
Enables AI-powered operations on WordPress sites, integrating multiple LLM prov…
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| 67616 |
MCP FastAPI Chart Server
Claim
Generates matplotlib charts via a FastAPI service, supporting line, bar, scatte…
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| 67617 |
modao-proto-mcp
Claim
Enables HTML code generation from design descriptions, detailed design specific…
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| 67618 |
mcp-arcgis-stlouiscounty
Claim
St. Louis County GIS — St. Louis County, Missouri open geospatial data (ArcGIS)…
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| 67619 |
agent-context-mcp
Claim
Enables AI coding agents to read each other's conversation history read-only an…
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| 67620 |
siyuan-mcp-server
Claim
Enables AI models to interact with SiYuan Note systems, allowing management of …
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| 67621 |
TinyMCP
Claim
A lightweight MCP router for FastAPI that enables adding MCP tools to FastAPI a…
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| 67622 |
CarryFeed
Claim
Resolve public X/Twitter profiles, posts, and media through CarryFeed.
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| 67623 |
Enables AI assistants to search, filter, and extract job listings from LinkedIn…
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| 67624 |
Stitch Wand
Claim
Design token tools for Google Stitch: convert, validate, diff, lint, generate, …
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| 67625 |
analytics
Claim
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| 67626 |
ai-gateway-mcp
Claim
Ai Gateway MCP Server by MEOK AI Labs
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| 67627 |
clickhouse
Claim
Enables AI assistants to query and manage ClickHouse databases, supporting SELE…
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| 67628 |
MaiAgent MCP Server 3.0
Claim
An intelligent AI assistant routing and management platform that integrates 107…
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| 67629 |
Code Index
Claim
SQLite-backed hybrid (vector + FTS) code search index for Claude Code over MCP.
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| 67630 |
discord-mcp
Claim
MCP server for interacting with Discord via REST API, enabling guild, channel, …
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| 67631 |
envious-canvas
Claim
An MCP server that turns Claude into a full image production studio, enabling c…
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| 67632 |
openai-gpt-image-1-mcp
Claim
Provides AI agents and coding assistants with image generation and editing capa…
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| 67633 |
mcp-leclerc-drive
Claim
MCP server for E.Leclerc Drive that enables searching products, managing a cart…
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| 67634 |
MCP server for Prefect. Monitor and debug workflows, deployments, and automatio…
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| 67635 |
PDD Shopping MCP
Claim
Enables searching, normalizing, and signal-analyzing products on Pinduoduo, wit…
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| 67636 |
MCP Demo Project
Claim
A collection of MCP servers demonstrating math operations, weather data, and La…
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| 67637 |
DeepPane Focus Space
Claim
Create focus spaces and read user-authorized focus history summaries.
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| 67638 |
mcp-mssqlserver
Claim
Production-oriented MCP server for Microsoft SQL Server, enabling query executi…
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| 67639 |
posthog-mcp
Claim
Enables interaction with PostHog analytics platform, allowing users to list pro…
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| 67640 |
Demonstrate and validate the Model Context Protocol server implementation with …
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| 67641 |
Integrates OpenShift LightSpeed with Claude Code to provide AI-powered OpenShif…
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| 67642 |
clou
Claim
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| 67643 |
Toggl MCP Server
Claim
Enables fetching and analyzing Toggl time tracking data with intelligent parsin…
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| 67644 |
mozaia-laws-mcp
Claim
MCP server for real-time access to Mozambican legislation, enabling search, sta…
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| 67645 |
Binary MCP Server
Claim
Enables AI assistants to analyze binaries, debug processes, and inspect kernel …
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| 67646 |
UniFi MCP
Claim
Enables management of a local UniFi controller, including devices, clients, net…
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| 67647 |
lookup-domain
Claim
Retrieve comprehensive registration details for any domain. View nameservers, c…
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| 67648 |
fal.ai MCP Server
Claim
Enables discovery, search, generation, and management of AI models via fal.ai, …
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| 67649 |
bambu-printer-mcp
Claim
A Bambu Lab-focused MCP server for controlling Bambu printers, manipulating STL…
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| 67650 |
run.pay
Claim
Stripe-native marketplace where AI agents discover and pay per call for API ser…
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