MCP Server Quality Scores
Independent quality analysis of 69419 public MCP servers
Last updated 9 hours, 50 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37251 |
PlugLayer MCP Server
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Enables deploying and managing infrastructure via natural language, including p…
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| 37252 |
Convert Speech to Text using JigsawStack AI Models.
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| 37253 |
taas-mcp
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A local MCP server that acts as a thin proxy to expose Tread's trading data and…
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| 37254 |
R-Shell
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MCP server enabling AI assistants to securely operate remote servers via persis…
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| 37255 |
audio-transcription-mcp
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Captures and transcribes system audio in real-time using OpenAI Whisper, enabli…
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| 37256 |
Micu Image MCP
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Wraps the Micu image API as an MCP server for generating, editing, batch proces…
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| 37257 |
Enables managing video conferencing platform tasks like creating rooms, managin…
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| 37258 |
semantic-mcp
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A semantic router that enables discovery, management, and execution of tools ac…
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| 37259 |
shelbymcp
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Knowledge-graph memory server for AI tools via MCP
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| 37260 |
Sherpa MCP Server
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Remote MCP server acting as a personal assistant with secure OAuth authenticati…
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| 37261 |
Jira MCP Server
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Connects Claude to Jira, allowing users to query tasks, log work, add comments,…
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| 37262 |
An MCP server that lets recruiters and AI assistants explore your profile, skil…
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| 37263 |
DeepMap AI MCP Server
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Provides 25 geophysical intelligence tools for multi-hazard risk scoring, earth…
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| 37264 |
Git-Fabric CVE
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Provides tools for autonomous CVE detection, enrichment, and remediation across…
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| 37265 |
scholarmcp
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| 37266 |
flowindex
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Enables AI coding agents to analyze codebase behavior through entrypoints, call…
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| 37267 |
clinical-trials-ai-mcp
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Clinical Trials Ai MCP Server by MEOK AI Labs
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| 37268 |
data-gov-sg
Claim
Enables access to Singapore government open data and real-time environment/tran…
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| 37269 |
htag-spatial
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HTAG H3 spatial tools for price/rent, indicators, geometry, and concordance.
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| 37270 |
waitloop
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Enables agents to create hosted waitlist pages with referral ranking, email cap…
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| 37271 |
A Model Context Protocol server that analyzes customer cancellation survey data…
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| 37272 |
PocketScout MCP
Claim
Enables AI assistants to rapidly gather and synthesize structural, chemical, co…
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| 37273 |
down-mcp
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| 37274 |
wigolo
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Provides local-first web intelligence over MCP with tools for search, fetch, cr…
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| 37275 |
rag-knowledge-mcp
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rag-knowledge-mcp MCP server by MEOK AI Labs
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| 37276 |
DuckHub QR Menu
Claim
Hosted MCP server to manage a restaurant menu from AI agents - 39 tools over th…
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| 37277 |
ns-hpc
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Provides a secure, sandboxed interface for LLM agents to interact with HPC clus…
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| 37278 |
gotimer-mcp
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| 37279 |
ToolSnap MCP
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Deterministic AI agent microtools, no accounts/API keys. fetch_extract: 98% tok…
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| 37280 |
UK AI Regulation Compliance MCP. Automates audits against the UK AI White Paper…
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| 37281 |
sports
Claim
Live football scores, match summaries, and fan clip links from Vublox. No API k…
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| 37282 |
trivago's mcp server to find your ideal hotel and compare prices from multiple …
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| 37283 |
Generate images seamlessly using the Together AI Flux Schnell image API. Enhanc…
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| 37284 |
Things 3
Claim
Manage Things 3 todos and projects.
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| 37285 |
MCP server for the Viator Partner API that enables searching tours, activities,…
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| 37286 |
MCP Browser
Claim
Native macOS browser exposing an MCP server so AI agents can drive a real WKWeb…
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| 37287 |
BGPT MCP API
Claim
Search scientific papers with raw experimental data extracted from full-text st…
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| 37288 |
Cisco Catalog MCP Server
Claim
Enables LLMs to query the Cisco Commerce Catalog API for product pricing, avail…
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| 37289 |
pdf2md-mcp
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Converts PDF files to Markdown format using AI sampling capabilities.
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| 37290 |
Teamcenter MCP Server
Claim
Integrates with Teamcenter PLM using its REST API, enabling search, create, upd…
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| 37291 |
drf-mcp
Claim
Exposes Django REST Framework APIs as MCP tools for AI agents via the Model Con…
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| 37292 |
Enables workforce and labor market analysis for Specified Skilled Workers in Ja…
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| 37293 |
mfds-mcp
Claim
Enables searching and retrieving current Korean Food and Drug Administration (M…
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| 37294 |
Cobalt Strike MCP Server
Claim
Enables management of Cobalt Strike red team operations through natural languag…
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| 37295 |
Enables AI assistants like Claude to interact with Databricks workspaces throug…
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| 37296 |
Embgrep
Claim
Local semantic search — embedding-powered grep for files, zero external service…
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| 37297 |
bridgeapp
Claim
BridgeApp workspace over MCP: tasks, chats, threads, pages, and projects.
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| 37298 |
Bynn
Claim
Document fraud detection for manipulated, fake and AI-generated PDF and image d…
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| 37299 |
re-llm-decompile
Claim
MCP server that exposes an AI decompiler via an OpenAI-compatible API, enabling…
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| 37300 |
Stride28 Search MCP
Claim
Enables AI assistants to search real content from Xiaohongshu and Zhihu, suppor…
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