MCP Server Quality Scores
Independent quality analysis of 68784 public MCP servers
Last updated 1 hour, 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 68501 |
Elasticsearch MCP Server
Claim
Enables interaction with Elasticsearch clusters for health checks, index manage…
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| 68502 |
perplexity-mcp
Claim
A Type 3 DAuth MCP server for Perplexity AI API that provides web search, chat,…
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| 68503 |
DM3 MCP Server
Claim
An MCP server for the DM3 game engine that enables AI assistants to create, bui…
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| 68504 |
presentations-ai
Claim
Presentations.AI MCP server — create designed slide decks from a topic, text, o…
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| 68505 |
Steel MCP Server
Claim
Exposes Steel Browser automation over HTTP, providing MCP clients with tools fo…
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| 68506 |
Weather MCP Server
Claim
Provides real-time weather, forecasts, historical data, and air quality for AI …
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| 68507 |
re-dotnet
Claim
MCP server for .NET assembly analysis. Vendor-neutral wrapper around AsmResolve…
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| 68508 |
Fluent MCP
Claim
Enables building MCP servers with embedded reasoning, allowing complex tasks to…
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| 68509 |
AI-SyncForge
Claim
A LAN multi-AI collaborative development ecosystem connecting tools like Cursor…
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| 68510 |
Thunderbit MCP lets AI agents search, scrape, and extract structured data from …
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| 68511 |
mcp-gnu-units
Claim
Unit conversion and dimensional analysis backed by the bundled GNU units databa…
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| 68512 |
Enables AI agents to interact with the Stars Cash Flow reseller API for real Te…
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| 68513 |
Workers bindings management. Build Workers applications with storage, AI, and c…
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| 68514 |
Enables interaction with ConnectWise Manage through 45 tools across Service, Op…
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| 68515 |
upgrade-pilot-mcp
Claim
Enables AI agents to safely upgrade JavaScript and TypeScript projects through …
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| 68516 |
jt-mcp-server
Claim
MCP server that equips AI agents with dev workflow tools including GitHub proje…
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| 68517 |
MCP Playground
Claim
Research and analysis toolkit offering real-time data access via MCP, including…
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| 68518 |
token-scout
Claim
Discovers LLM models in real time from cloud providers and local Ollama instanc…
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| 68519 |
xhelio-cdaweb
Claim
NASA CDAWeb data access for heliophysics — browse observatories, inspect parame…
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| 68520 |
Enables users to track expenses by adding, listing, and summarizing them with c…
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| 68521 |
ShaBaas Pay MCP Server
Claim
ShaBaas Pay MCP lets AI agents securely create PayTo agreements, initiate payme…
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| 68522 |
scan-your-ai-toolkit
Claim
Open-source AI governance toolkit. MCP servers & CLIs for scanning, auditing, a…
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| 68523 |
PowerShell EX
Claim
MCP server for advanced PowerShell integration with AI agents, enabling autonom…
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| 68524 |
repo-seatbelt
Claim
Runtime safety guardrails for AI coding agents. Checks file access, validates s…
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| 68525 |
lsp-tools-mcp
Claim
Exposes Language Server Protocol (LSP) tools such as diagnostics, goto definiti…
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| 68526 |
Instrument MCP Server
Claim
Enables natural language control of test instruments like spectrum analyzers an…
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| 68527 |
MCP server to attach PDF status reports to file columns on Monday.com items.
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| 68528 |
Add the ability to execute/interpret code to your AI apps.
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| 68529 |
Xee-mcp
Claim
Enables AI assistants to search X posts and read user timelines without API cos…
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| 68530 |
hadith-mcp
Claim
An MCP server for retrieving hadith text and metadata from auditable sources, p…
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| 68531 |
Neuratel MCP Server
Claim
Control your voice AI platform through natural language from any MCP-compatible…
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| 68532 |
seracade
Claim
LLM cost optimization. Audit your calls, prove savings, route to the cheapest q…
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| 68533 |
unraid-code-mode-mcp
Claim
A code-mode MCP server for the Unraid 7.2+ GraphQL API that exposes search and …
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| 68534 |
boxes-mcp
Claim
Enables management of GNOME Boxes virtual machines through libvirt/virsh with l…
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| 68535 |
latent-lounge-mcp
Claim
Gives AI agents access to The Latent Lounge, an arcade, dueling hall, and philo…
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| 68536 |
test-mcp
Claim
Greet anyone instantly by name. Discover the origin of 'Hello, World' via a han…
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| 68537 |
Synapse RMCP
Claim
Rust MCP and CLI server for Docker, host inspection, SSH, logs, ZFS, and safe f…
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| 68538 |
Appfigures
Claim
Access your app analytics, ASO tools, and app market intelligence with Appfigur…
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| 68539 |
Maestro
Claim
An autonomous MCP server for AI-assisted development with zero-API approach, au…
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| 68540 |
op-mcp
Claim
Enables to manage 1Password resources including vaults, items, documents, users…
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| 68541 |
mysql-mcp
Claim
Enables read-only SQL queries and datasource listing for MySQL databases via MC…
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| 68542 |
A Model Context Protocol server that provides read-only access to PostgreSQL da…
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| 68543 |
Zenskar MCP Server
Claim
Enables natural language interaction with the Zenskar billing platform, coverin…
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| 68544 |
waterloo-learn-mcp
Claim
An MCP server that gives desktop AI apps access to your Waterloo LEARN courses,…
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| 68545 |
ucp-mcp-server
Claim
Lets AI assistants shop at UCP-enabled merchants through tools for discovery, c…
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| 68546 |
fiware-orion-mcp
Claim
MCP server for FIWARE Orion Context Broker enabling LLMs to manage NGSI-v2 cont…
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| 68547 |
Enables deploying a remote MCP server without authentication on Cloudflare Work…
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| 68548 |
keka-mcp-server
Claim
MCP server for the Keka HRM API, enabling HR operations like employee managemen…
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| 68549 |
Enables semantic search across the Arke Institute's extensive archive of NARA r…
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| 68550 |
akyn-ai
Claim
Turn any data source into an MCP server in 5 minutes. Build knowledge bases tha…
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