MCP Server Quality Scores
Independent quality analysis of 58579 public MCP servers
Last updated 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 58351 |
Tool Scout
Claim
MCP proxy server with semantic tool search for LLM coding agents. It reduces co…
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| 58352 |
tools-server
Claim
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| 58353 |
Enables managing a personal quote collection with add, search, random, delete, …
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| 58354 |
Zhiwen Assistant MCP
Claim
Automatically generates Chinese README documentation and mind maps for project …
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| 58355 |
image2-mcp
Claim
MCP server for the company image2 text-to-image API, enabling AI tools to gener…
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| 58356 |
Firmaradar
Claim
Multi-source enrichment platform for Norwegian company intelligence: search, ow…
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| 58357 |
maltego-mcp
Claim
Turns an LLM into a Maltego CE investigation copilot, enabling AI-assisted OSIN…
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| 58358 |
Wikipedia MCP Server
Claim
Provides structured access to Wikipedia content including search, summaries, im…
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| 58359 |
hallumark
Claim
MCP-native auditor for LLM hallucination and grounding issues in RAG systems. P…
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| 58360 |
mcp_smithery
Claim
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| 58361 |
Maango-mcp
Claim
Maango is the pre-flight check for AI agents on the web. Before an agent scrape…
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| 58362 |
BlenderMCP
Claim
MCP server that integrates Blender with CSM.ai 3D assets and LLM agents, enabli…
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| 58363 |
Bridges AI agents with watsonx.data document libraries, enabling natural langua…
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| 58364 |
idontcare
Claim
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| 58365 |
Polymarket MCP Server
Claim
Enable Claude to autonomously trade, analyze, and manage positions on Polymarke…
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| 58366 |
cardapiofc-mcp-server
Claim
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| 58367 |
gRPC Transport for MCP
Claim
Enables MCP servers and clients to communicate over gRPC using FastMCP, support…
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| 58368 |
Gemini API Server
Claim
Enable direct access to Google's Gemini API from Claude Desktop for advanced co…
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| 58369 |
server
Claim
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| 58370 |
devflow-mcp
Claim
A read-only MCP server that securely serves Jira (Server/Data Center) data to C…
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| 58371 |
ibkr-mcp
Claim
Enables LLM agents to interact with Interactive Brokers accounts for market dat…
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| 58372 |
AI SOC Agent MCP Server
Claim
Enables SOC analysts to analyze security incidents, map to MITRE ATT&CK, calcul…
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| 58373 |
BlitzAPI MCP Server
Claim
Enables Claude to access BlitzAPI's B2B data endpoints, allowing sales reps to …
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| 58374 |
veocreditwaste-mcp
Claim
Paid remote MCP for Veo 4 credit waste gate MCP, structured receipts, audit log…
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| 58375 |
freshrelease_mcp
Claim
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| 58376 |
apcore-mcp
Claim
Automatic MCP Server & OpenAI Tools Bridge for apcore. Converts apcore module r…
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| 58377 |
XRPL-Utilities
Claim
XRPL data tools for AI agents: wallet classifier, signals, RWA tracker, ETF flo…
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| 58378 |
relayos-mcp
Claim
Enables Claude Code to orchestrate AI team tasks by delegating simple work to f…
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| 58379 |
Makuri (EU AI tutoring for immigrant children): 11 tools, 2 interactive panels,…
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| 58380 |
DNS MCP Server
Claim
A comprehensive DNS query server that enables querying all types of DNS records…
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| 58381 |
Google Sheets MCP Server
Claim
Enables comprehensive interaction with Google Sheets and Google Drive through O…
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| 58382 |
hist-bridge
Claim
Enables listing and continuing conversations from Claude Code, Codex, Cursor, a…
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| 58383 |
Enables CRUD operations on notes stored in PostgreSQL, with tools to list, crea…
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| 58384 |
agentbus
Claim
A local message bus for AI agent sessions that enables Claude Code sessions to …
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| 58385 |
Enables searching and asking questions over your PDF documents using a Pinecone…
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| 58386 |
vsfclubnew3
Claim
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| 58387 |
ad-copy-ai-mcp
Claim
ad-copy-ai-mcp MCP server by MEOK AI Labs
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| 58388 |
ibmi-mcp-server
Claim
Enables AI agents to interact with IBM i (AS/400) systems for RPA automation vi…
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| 58389 |
mcp-gauge
Claim
An MCP server that enables coding agents to autonomously test, evaluate, and tu…
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| 58390 |
telnyx-ai
Claim
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| 58391 |
motion-mcp-server
Claim
Bridges Motion's API with LLMs to manage tasks, projects, schedules, and more t…
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| 58392 |
OnBrand by SlideSpeak
Claim
An MCP server that feeds AI agents your brand's real logos, colors, fonts, and …
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| 58393 |
Israel Drugs MCP Server
Claim
Enables AI agents to access and query Israel's complete pharmaceutical database…
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| 58394 |
goodreads-mcp
Claim
A read-only MCP server for Goodreads that enables LLMs to search for books, ret…
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| 58395 |
brain2
Claim
A database-first personal knowledge management system powered by a local MCP se…
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| 58396 |
geminiupgradeqa-mcp
Claim
Remote MCP for Gemini upgrade evals, prompt regressions, output diffs, and eval…
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| 58397 |
langlearn-tts
Claim
Enables Claude to speak in 70+ languages, including pronunciation, audio flashc…
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| 58398 |
MCP Spectral
Claim
An MCP server that wraps Spectral to lint OpenAPI specifications, enabling LLMs…
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| 58399 |
opgg-esports
Claim
Connect AI agents to OP.GG Esports data and retrieve upcoming League of Legends…
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| 58400 |
SPOKEAgent
Claim
A structure-aware MCP server for querying the SPOKE biomedical knowledge graph,…
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