MCP Server Quality Scores
Independent quality analysis of 69224 public MCP servers
Last updated 10 hours, 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 47951 |
YetAnotherUnityMcp
Claim
MCP server that bridges Unity with AI agents, enabling scene inspection, C# cod…
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| 47952 |
Metis Public Health
Claim
Metis — an open-source (AGPL-3.0), local-first MCP server / research companion…
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| 47953 |
BulkClix MCP Server
Claim
Enables AI agents to interact with the BulkClix platform for SMS, OTP, airtime,…
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| 47954 |
kb-mcp-server
Claim
Enables semantic search over a local knowledge base using MCP tools, allowing A…
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| 47955 |
MCP Govee
Claim
Enables AI assistants to control Govee smart devices, including lights, via nat…
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| 47956 |
memory_plus
Claim
Provides persistent, searchable structured memory management for AI agents, wit…
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| 47957 |
beam-analysis
Claim
A lightweight MCP server for linear-static structural analysis of bridges and b…
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| 47958 |
apollo-mcp-server
Claim
Enables large language models to query and operate on Apollo Configuration Cent…
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| 47959 |
Tapatalk MCP Server
Claim
Connects AI assistants to thousands of Tapatalk-enabled forums, enabling browsi…
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| 47960 |
@avidian/mcp-jira
Claim
MCP server for Jira Cloud — gives AI agents full context and control over Jira …
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| 47961 |
PuckAPI
Claim
NHL hockey data MCP server. 12 tools covering games, standings, player stats, g…
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| 47962 |
Serverless connector to access Google Contacts via MCP, enabling AI agents to s…
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| 47963 |
zep-mcp
Claim
MCP server for the Zep Cloud API — a context engineering platform for AI agent …
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| 47964 |
rise-mcp
Claim
RISE CRM MCP server — 36 tools across CRM, projects, tickets, finance, sales, H…
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| 47965 |
bika-mcp
Claim
MCP server for integrating with Bika.ai platform, enabling AI assistants to per…
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| 47966 |
aimo-smithery-mcp
Claim
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| 47967 |
dobbe
Claim
Automates DevOps workflows like vulnerability resolution, code review, test gen…
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| 47968 |
Exposes Yandex Tracker's REST API v3 as tools for LLM clients, enabling issue m…
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| 47969 |
dns-mcp
Claim
Enables DNS record CRUD operations (list, get, create, update, delete) through …
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| 47970 |
Master MCP Orchestrator
Claim
A central MCP server that connects to multiple MCP servers and intelligently ro…
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| 47971 |
confluence-mcp
Claim
Enables AI assistants to search, retrieve, and manage Confluence pages, and gen…
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| 47972 |
fin-data-mcp-server
Claim
A Model Context Protocol server providing free financial market data across 13 …
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| 47973 |
Pipelex MCP Server
Claim
Enables AI agents to build and execute Pipelex pipelines on-the-fly from natura…
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| 47974 |
ris-mcp
Claim
MCP server that exposes Austrian federal law (Bundesrecht) to LLMs, enabling fu…
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| 47975 |
gravityui-reference-mcp
Claim
Provides AI-optimized offline access to the Gravity UI design system, enabling …
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| 47976 |
Obsidian MCP Server
Claim
Enables AI assistants to manage Obsidian notes via local REST API, supporting f…
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| 47977 |
SupraPrompt MCP Server
Claim
Connects SupraPrompt.ai to Claude, enabling users to turn marketing briefs into…
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| 47978 |
google-analytics-mcp
Claim
Connects to Google Analytics 4 to run reports, manage configurations, and retri…
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| 47979 |
worldmonitor-mcp
Claim
MCP server wrapping worldmonitor global intelligence dashboard, exposing 140 to…
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| 47980 |
Regen Compute
Claim
Enables AI coding assistants to estimate session energy footprint and retire ve…
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| 47981 |
YNAB MCP Server
Claim
Enables users to interact with YNAB budgets, accounts, transactions, and more t…
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| 47982 |
@createworker/mcp
Claim
MCP server for CreateWorker that lets you create and run tasks, manage knowledg…
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| 47983 |
iceberg-mcp-server-hive
Claim
Provides read-only SQL access to Apache Iceberg tables via HiveServer2, enablin…
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| 47984 |
express-recon-mcp
Claim
Enables scanning Express.js route surfaces for inventory and audit, classifying…
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| 47985 |
Enables AI assistants to explore and interact with the Facets Control Plane API…
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| 47986 |
ringba-api-mcp
Claim
Enables AI assistants to query Ringba call analytics, including running EHG ins…
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| 47987 |
PolyRank MCP
Claim
Provides AI agents with direct access to Polyrank's skill analytics for Polymar…
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| 47988 |
weather_test_mcp
Claim
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| 47989 |
grafana-mcp-adapter
Claim
Read-only MCP server that exposes Grafana dashboards, datasources, and metric/l…
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| 47990 |
Germany shipping labels for AI agents: buy Deutsche Post and more, track and re…
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| 47991 |
blast-scope
Claim
Contextual blast-radius scoring for shell commands an AI agent is about to run
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| 47992 |
mcp-pyatv
Claim
MCP server for controlling Apple TV, HomePod, and AirPlay devices via pyatv, of…
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| 47993 |
clarity-mcp-multi
Claim
Enables managing multiple Microsoft Clarity projects by routing requests per cl…
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| 47994 |
mcp-brain
Claim
A cognitive memory system for persistent knowledge graph storage across multipl…
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| 47995 |
openclaw-task-mcp
Claim
MCP server for OpenClaw task lifecycle management, enabling starting, listing, …
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| 47996 |
Smithery
Claim
Enable dynamic integration of language models with external data and tools thro…
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| 47997 |
kegg-mcp-server
Claim
An MCP server for querying the KEGG bioinformatics database, providing tools, r…
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| 47998 |
Fetch MCP Server
Claim
Enables LLMs to fetch and extract web page content as markdown, supporting chun…
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| 47999 |
browserbase
Claim
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| 48000 |
news-mcp-server
Claim
Fetches up-to-date news articles from newsdata.io, supporting queries by countr…
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