MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 3 hours, 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37251 |
Code Index
Claim
SQLite-backed hybrid (vector + FTS) code search index for Claude Code over MCP.
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| 37252 |
mcp-ohmy-sql
Claim
An MCP server that bridges AI assistants with SQL databases, enabling natural l…
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| 37253 |
flow-team-mcp
Claim
Enables interaction with the Flow Team API through MCP clients, allowing endpoi…
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| 37254 |
cortex
Claim
Provides a durable, Obsidian-compatible knowledge base for agents using markdow…
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| 37255 |
knowledge-server
Claim
Enables LLMs to search and retrieve information from large technical documentat…
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| 37256 |
mcp-chaos-rig
Claim
A local MCP server that breaks on demand, allowing you to test your client agai…
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| 37257 |
An MCP server for searching and citing research papers using RAG, enabling sema…
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| 37258 |
Enables a weekly review of Todoist tasks by listing overdue tasks with key sign…
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| 37259 |
bluedart-mcp-server
Claim
MCP server for BlueDart (DHL eCommerce India) shipping API enabling waybill cre…
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| 37260 |
data-analysis-mcp
Claim
Enables data analysis and visualization operations such as loading CSV/Excel/JS…
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| 37261 |
clickup
Claim
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| 37262 |
Exposes Gmail (send/draft) and Google Docs (append) capabilities as tools for a…
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| 37263 |
swagger-openapi-mcp
Claim
Enables AI to scan and query local OpenAPI/Swagger documentation, listing API g…
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| 37264 |
Grype MCP Server
Claim
Enables AI assistants to perform vulnerability scanning using Grype, supporting…
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| 37265 |
Correctover MCP Server
Claim
The first MCP server that verifies AI outputs in real-time, ensuring every LLM …
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| 37266 |
local-kms-mcp-server
Claim
Local-first MCP server for per-agent key management, generating and using signi…
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| 37267 |
lockspec
Claim
MCP server giving AI coding agents version-pinned API context from your OpenAPI…
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| 37268 |
Real Estate MCP Server
Claim
Enables real estate property searches with location and criteria filtering, plu…
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| 37269 |
Aryn Local MCP Server
Claim
Enables processing PDFs via Aryn's API, typically used with a filesystem MCP se…
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| 37270 |
Enables creating and managing HappyHorse video generation tasks (edit, image-to…
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| 37271 |
Waggle
Claim
Connects to a comprehensive directory of A2A agents for semantic discovery and …
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| 37272 |
kci-mcp-server
Claim
Enables querying the Korea Citation Index (KCI) Open API to search reference li…
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| 37273 |
MCP server that provides access to Chinese stock market data using akshare-one
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| 37274 |
travel-mcp-server
Claim
AI-powered travel search exposing flights, hotels, and weather as MCP tools, wi…
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| 37275 |
SciWeave
Claim
AI research grounded in 300M scientific works — every citation a verifiable DOI.
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| 37276 |
Norway Peppol/EHF BIS 3.0 e-invoices for AI agents: send, check recipient, get …
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| 37277 |
cursor-usage
Claim
MCP server that wraps Cursor Enterprise API to enable AI agents to answer quest…
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| 37278 |
dbnomics
Claim
Enables querying economic statistics from over 80 providers via DBnomics, with …
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| 37279 |
Profit calculator, inventory health checks, COGS breakdown, tax deductions, reo…
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| 37280 |
Lambda MCP Server
Claim
A stateless Python MCP server packaged as a custom AWS Lambda container image, …
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| 37281 |
iot-pentest-mcp-server
Claim
Discover and assess IoT and wireless targets across BLE, Zigbee, Wi‑Fi, ESB, RF…
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| 37282 |
mimari-ai
Claim
Turkey Building Regulations & Architectural Standards AI Assistant. 147 regulat…
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| 37283 |
Replit MCP Server
Claim
A production-ready MCP server for coding workflows on Replit, enabling file man…
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| 37284 |
OneDrive MCP Server
Claim
Connects Claude with OneDrive via Microsoft Graph API to list, search, create, …
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| 37285 |
Gridscoot
Claim
AU price comparison via MCP — search, compare, track. 6 tools; anonymous demo (…
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| 37286 |
docx-mcp-server
Claim
A local MCP server for reading and editing Word (.docx) documents with 33 tools…
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| 37287 |
metabase-mcp-server
Claim
Enables interaction with Metabase through its API, allowing users to list cards…
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| 37288 |
Scrutica
Claim
AI compute infrastructure intelligence: facilities, supply chains, sovereign AI…
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| 37289 |
Lead Gen MCP Server
Claim
A free MCP server that runs a full B2B outbound pipeline inside a Claude conver…
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| 37290 |
mcp-server-template
Claim
A production-ready FastMCP server template supporting local development with st…
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| 37291 |
fastcontext_explore
Claim
An MCP server that wraps Microsoft's FastContext as a read-only repository expl…
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| 37292 |
antigravity-review-mcp
Claim
AI-powered code review using Zhipu GLM. It gathers git diffs and source context…
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| 37293 |
hsk-mcp
Claim
A remote Model Context Protocol (MCP) server that gives AI assistants structure…
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| 37294 |
Myrcael
Claim
A TypeScript framework for building MCP servers with features for client sessio…
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| 37295 |
Bricolage
Claim
An agentic system that turns free-tier cloud resources into working outcomes. I…
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| 37296 |
quick-search
Claim
A FastMCP server for bounded, keyword-driven repository context search, enablin…
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| 37297 |
grafema
Claim
Semantic code graph MCP server for AI coding agents. Indexes your codebase into…
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| 37298 |
Volta Notes
Claim
Burn-after-read encrypted notes on the Internet Computer. Share passwords, keys…
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| 37299 |
mcp-eu-parliament
Claim
Provides access to European Parliament open data, enabling queries about MEPs, …
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| 37300 |
mattermost-mcp
Claim
Enables AI agents to interact with Mattermost workspaces for messaging, channel…
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