MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 3 hours, 59 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 58251 |
DataForSEO MCP Server
Claim
Enables AI assistants to access comprehensive SEO data through DataForSEO APIs,…
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| 58252 |
GotFreeFax
Claim
Send free or paid faxes to US/Canada from Claude, ChatGPT, and other AI agents.
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| 58253 |
bcquality-mcp
Claim
Exposes Microsoft BCQuality repository (Business Central development best pract…
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| 58254 |
JP Invoice & Tax MCP
Claim
Provides Japanese tax and invoice utilities such as consumption tax calculation…
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| 58255 |
Graph + vector memory for agents: recall, ingest, search, distill. Local or rem…
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| 58256 |
Open Brain
Claim
A remote MCP server enabling semantic memory across multiple AI platforms like …
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| 58257 |
Python MCP Custom Server
Claim
Extends Claude Desktop with custom tools for file management, system operations…
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| 58258 |
Toleno Network
Claim
Toleno Network MCP Server — Manage your Toleno mining account with Claude AI us…
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| 58259 |
smithly-aixsignal
Claim
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| 58260 |
hap-mcp
Claim
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| 58261 |
CC Trading Terminal
Claim
An MCP server that lets Claude Code (and other MCP clients) trade crypto, read …
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| 58262 |
HyperStore-MCP
Claim
Search 6,500+ curated AI applications from the HyperStore directory. 8 tools (k…
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| 58263 |
glassbox-framework
Claim
Runtime constitutional verification for AI answers — claim reasoning, ECS, red …
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| 58264 |
@hyperweb/mcp-server
Claim
MCP server that enables AI agents to generate, verify, and set up Starship conf…
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| 58265 |
SuperBox Executor
Claim
Remote MCP server executor on Cloudflare Workers that runs Python-based tools f…
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| 58266 |
Pro Se Engine
Claim
Pro Se Engine is an MCP server that provides 39 legal research tools across 6 g…
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| 58267 |
Provides AI-powered Gmail tools for email analysis, summarization, drafting rep…
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| 58268 |
Mempool Doctor
Claim
Enables blockchain mempool analysis with a free tier for basic queries and a pr…
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| 58269 |
mcp-gwansang
Claim
Extracts deterministic facial features from photos locally using MediaPipe, ret…
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| 58270 |
A ChatGPT custom connector that enables users to access, create, and manage Goo…
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| 58271 |
Connects AI agents to decentralized, community-built APIs on Solana, enabling a…
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| 58272 |
Retrograde MCP
Claim
A Model Context Protocol server that provides real astronomical data (planetary…
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| 58273 |
Ollama MCP Server
Claim
Bridges Ollama's capabilities with MCP-compatible clients, enabling web search …
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| 58274 |
MCP Database Manager
Claim
Enables AI assistants to interact with and manage multiple database types (Post…
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| 58275 |
OrangePro
Claim
Find test gaps, generate grounded tests, and dynamically prove behavior with mu…
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| 58276 |
OpenClaude MCP Server
Claim
A high-performance control plane for Ollama-based local LLM sessions with backg…
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| 58277 |
Enables AI-assisted travel planning with real-time weather forecasts, place dis…
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| 58278 |
Houki e-Gov MCP Server
Claim
Enables LLMs to search and retrieve Japanese laws from the e-Gov API v2, includ…
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| 58279 |
yandex-station-mcp
Claim
MCP server to control Yandex Station speakers with Alice: manage music, radio, …
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| 58280 |
Generates formal string diagram visualizations of Lushy brick compositions, ena…
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| 58281 |
DJD Agent Score
Claim
Reputation scoring for AI agent wallets on Base L2. Check trust scores (0-100) …
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| 58282 |
renderdoc-mcp
Claim
MCP server for RenderDoc that enables AI assistants to analyze GPU frame captur…
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| 58283 |
MCP server for GPT-4o Image model line, enabling text-to-image task creation, s…
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| 58284 |
task-manager-mcp
Claim
A task manager MCP server that demonstrates all three MCP primitives (tools, re…
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| 58285 |
mlx-mcp-server
Claim
Bridges Claude Code and Claude Desktop to a locally-running LLM, optimized for …
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| 58286 |
openapi-mcp-sdk
Claim
Provides a ready-to-run MCP server and Python SDK for securely interacting with…
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| 58287 |
tgtrack-mcp
Claim
Manage a tgtrack (Откуда Подписки) account from an AI agent — channels, ad-syst…
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| 58288 |
Revit MCP Server
Claim
Enables AI clients to interact with Autodesk Revit for building design, editing…
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| 58289 |
IAPI MCP Server
Claim
Enables cryptocurrency investigation and analysis through the Chainalysis Inves…
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| 58290 |
RMGS MCP Server
Claim
Enables intelligent SPARQL query execution, ontology management, and graphmart …
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| 58291 |
Global Internet intelligence. Access traffic insights, trends, URL scans, and n…
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| 58292 |
microsoft-edge-mcp
Claim
A native TypeScript/Node.js MCP server providing low-level, high-performance co…
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| 58293 |
Macaroon Network
Claim
Discovery client for Macaroon Network, an AI-agent marketplace paying via Light…
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| 58294 |
FoundryVTT MCP Server
Claim
Integrates with FoundryVTT tabletop gaming sessions, allowing AI assistants to …
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| 58295 |
obsidian-vault-mcp
Claim
An MCP server that enables Claude Desktop to read and write an Obsidian vault h…
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| 58296 |
mixcloud-mcp
Claim
Bridges the Mixcloud API to AI assistants via MCP, enabling search for mixes, a…
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| 58297 |
agent-ready-kit
Claim
Agent-readiness scanner (0-5 score), robots.txt + llms.txt generators, managed …
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| 58298 |
Law.AI — Lawyer Search
Claim
Verified lawyer and attorney search, discovery, and matching for AI — 991K+ US …
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| 58299 |
sse-email-mcp-server
Claim
Provides email sending and receiving via SMTP/IMAP/POP3, supporting major email…
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| 58300 |
LearnFlow AI
Claim
AI-powered MCP server that transforms learning by finding best YouTube tutorial…
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