MCP Server Quality Scores
Independent quality analysis of 43459 public MCP servers
Last updated 1 hour, 35 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41151 |
tdsql-mcp
Claim
An MCP server that turns Teradata Vantage into a full-stack analytics agent pla…
|
— | ||||||||
| 41152 |
mcp-db-server
Claim
Enables querying PostgreSQL and MySQL databases using natural language, with RE…
|
— | ||||||||
| 41153 |
superthread-mcp-extended
Claim
An enhanced MCP server for Superthread with comprehensive CRUD operations and o…
|
— | ||||||||
| 41154 |
Haloscan MCP Server
Claim
Enables SEO analysis by interacting with the Haloscan API, providing keyword re…
|
— | ||||||||
| 41155 |
alexa-mcp
Claim
An MCP server that lets LLMs control Amazon Alexa devices, including announceme…
|
— | ||||||||
| 41156 |
document-to-json-mcp
Claim
Convert PDFs to structured JSON. Extract invoices, bank statements, contracts, …
|
— | ||||||||
| 41157 |
vault-memory
Claim
Local-first agentic knowledge layer over Obsidian notes, enabling MCP-aware age…
|
— | ||||||||
| 41158 |
Context Pilot
Claim
MCP server providing persistent, searchable memory management for AI workflows,…
|
— | ||||||||
| 41159 |
ffdecmcp
Claim
MCP wrapper for JPEXS Free Flash Decompiler (FFDec) that exposes SWF decompilat…
|
— | ||||||||
| 41160 |
UniMCPSim
Claim
A universal MCP simulator that dynamically simulates API interfaces for various…
|
— | ||||||||
| 41161 |
mcp
Claim
Tick-level Hyperliquid market data: fills, L4 book, funding, liquidations, smar…
|
— | ||||||||
| 41162 |
ExaltByte MCP Server
Claim
Enables AI assistants like Claude to deploy apps, manage databases, and operate…
|
— | ||||||||
| 41163 |
MCP Claude Hacker News
Claim
Enables Claude Desktop to interact with Hacker News, fetching articles, searchi…
|
— | ||||||||
| 41164 |
metaflow-mcp-server
Claim
Enables coding agents to interact with Metaflow workflows, including querying f…
|
— | ||||||||
| 41165 |
Context Bridge
Claim
Enables repository context packing, file/symbol ranking, task-relevant selectio…
|
— | ||||||||
| 41166 |
Qdrant MCP Server
Claim
Enables interaction with Qdrant vector database for storing, searching, and man…
|
— | ||||||||
| 41167 |
usa-npn-mcp-server
Claim
Enables querying and exporting phenology data from the USA National Phenology N…
|
— | ||||||||
| 41168 |
XSD Retrieval MCP Server
Claim
Enables users to retrieve, validate, and analyze XSD files from URLs or local p…
|
— | ||||||||
| 41169 |
mcp-ohmy-sql
Claim
An MCP server that bridges AI assistants with SQL databases, enabling natural l…
|
— | ||||||||
| 41170 |
Google Jules MCP
Claim
Enables automation of Google Jules AI coding assistant through task creation, c…
|
— | ||||||||
| 41171 |
MCP server for Razorpay API.
|
— | ||||||||
| 41172 |
fedlex-mcp
Claim
Swiss Federal Law (Fedlex) — search and retrieve articles from 11 federal laws.
|
— | ||||||||
| 41173 |
Ghost Writer MCP
Claim
Scans Git repositories, identifies interesting engineering work, and generates …
|
— | ||||||||
| 41174 |
Provides access to the Allen Institute for Brain Science API, enabling queries …
|
— | ||||||||
| 41175 |
A comprehensive chess analysis (MCP) server that provides advanced chess analys…
|
— | ||||||||
| 41176 |
DCC-MCP-IPC
Claim
Multi-protocol IPC adapter layer for integrating DCC software (Maya, Houdini, B…
|
— | ||||||||
| 41177 |
MCP Grocy API
Claim
Enables interaction with Grocy's API through MCP, allowing management of grocer…
|
— | ||||||||
| 41178 |
openlibrary-mcp-server
Claim
Search books and authors, fetch editions, browse subjects, and resolve cover im…
|
— | ||||||||
| 41179 |
ArXiv Sync MCP Server
Claim
Enables AI assistants to search, download, and access arXiv papers with local s…
|
— | ||||||||
| 41180 |
multi-agent-debate-mcp
Claim
Facilitates structured multi-agent debates with arguments, rebuttals, and judgm…
|
— | ||||||||
| 41181 |
Minds MCP Server
Claim
Enables LLMs to interact with Minds through the Minds SDK, supporting resource …
|
— | ||||||||
| 41182 |
MCP Server PR Pilot
Claim
A Model Context Protocol server that generates pull request descriptions, commi…
|
— | ||||||||
| 41183 |
Calendar.app
Claim
List, search, and manage calendar events via macOS Calendar.app across all conf…
|
— | ||||||||
| 41184 |
Todoist MCP Server
Claim
Enables task, project, section, label, and comment management via Todoist's API…
|
— | ||||||||
| 41185 |
Connxio MCP Server
Claim
Provides tools for managing Connxio integrations, code components, environment …
|
— | ||||||||
| 41186 |
asdasdasdasdasdds
Claim
|
— | ||||||||
| 41187 |
rdap-mcp
Claim
Enables domain lookups using the RDAP protocol, returning structured registrati…
|
— | ||||||||
| 41188 |
Auxen
Claim
Provision private AI model endpoints on dedicated GPUs (Llama, Qwen, Mistral). …
|
— | ||||||||
| 41189 |
UPS MCP Server
Claim
Enables AI agents to create shipments, track packages, get rates, validate addr…
|
— | ||||||||
| 41190 |
mcp-music-forge
Claim
MCP server for downloading and processing audio from SoundCloud and other sourc…
|
— | ||||||||
| 41191 |
api-payload-auditor
Claim
Cloudflare Workers MCP server: api-payload-auditor
|
— | ||||||||
| 41192 |
junto-memory
Claim
A shared memory and coordination server for multiple AI coding agents, built on…
|
— | ||||||||
| 41193 |
Project Manager MCP
Claim
Enables AI agents to manage projects, epics, and tasks with atomic locking, rea…
|
— | ||||||||
| 41194 |
POI 周边搜索 MCP Server
Claim
Enables searching for nearby points of interest (POIs) like restaurants and bus…
|
— | ||||||||
| 41195 |
metatrader-mcp
Claim
Enables users to capture real MetaTrader 5 chart snapshots with custom indicato…
|
— | ||||||||
| 41196 |
Remote MCP for Universal Cart merchant readiness MCP, structured receipts, audi…
|
— | ||||||||
| 41197 |
Provides tools for scaffolding, validating, and maintaining Metalsmith plugins …
|
— | ||||||||
| 41198 |
KanbanFlow MCP Server
Claim
Enables managing KanbanFlow boards, tasks, and workflows directly from Cursor/C…
|
— | ||||||||
| 41199 |
gdbmcp
Claim
Exposes GDB operations over the Model Context Protocol, allowing management of …
|
— | ||||||||
| 41200 |
vikunja-mcp
Claim
Connect your AI assistant to Vikunja, the open-source task manager. This MCP se…
|
— | ||||||||