MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 4 hours ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40201 |
bionicforms-mcp
Claim
Build forms, manage responses, and run AI analysis via the BionicForms API.
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| 40202 |
CodeMax
Claim
Cross-stack MCP server that scans frontend and backend code together, detects m…
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| 40203 |
MCP SBOM Server
Claim
Performs vulnerability scans using Trivy to generate Software Bill of Materials…
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| 40204 |
KYC-verified INR wallets for AI agents in India. Payments, escrow, and settleme…
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| 40205 |
clodbridge
Claim
Enables Claude Code to automatically discover and use project-specific rules, s…
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| 40206 |
OT AIops
Claim
Governed OT tap (57 tools): OPC-UA/Modbus/S7/MC/MTConnect/MQTT/EtherNet-IP/Ethe…
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| 40207 |
Enables users to query weather forecasts for Israeli cities through natural lan…
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| 40208 |
Doctrine fiscale française (BOFiP) : recherche, veille et graphe doctrinal. Eta…
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| 40209 |
Anki MCP
Claim
Enables AI assistants like Claude to interact with Anki flashcard decks through…
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| 40210 |
MCP Test Runner
Claim
Local test execution and coverage summaries for onboarding agents.
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| 40211 |
arcgis-honolulu
Claim
Enables searching, querying, and inspecting Honolulu GIS open geospatial datase…
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| 40212 |
puter-claude-mcp
Claim
Provides free, unlimited access to Claude AI models via Puter.js for AI coding …
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| 40213 |
ember-cli-mcp
Claim
Enables MCP clients like Claude Code to execute Ember CLI commands directly in …
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| 40214 |
voc-amazon-reviews
Claim
Agent-native Amazon review intelligence — fetches verified reviews from 10 mark…
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| 40215 |
pash-mcp-server
Claim
Standalone MCP server with PASH compression. Saves ~87% LLM tokens via dynamic …
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| 40216 |
mission-control
Claim
Read and write Mission Control state via MCP — projects, tasks, subtasks, templ…
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| 40217 |
Quaderno MCP Server
Claim
Connects AI assistants to Quaderno's tax compliance engine, enabling tax calcul…
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| 40218 |
semhood
Claim
AST-based semantic code search; results ship with their call graph (calls + cal…
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| 40219 |
smithery-mcp
Claim
Greet anyone by name with a friendly message. Toggle pirate mode for playful, s…
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| 40220 |
RentCast MCP Server
Claim
Wraps the RentCast API to search houses for sale, get valuations, rent estimate…
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| 40221 |
Swift MCP Server
Claim
An MCP server that provides Swift and SwiftUI best practices, acting as a senio…
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| 40222 |
AgentCrush
Claim
Market intelligence for the AI agent economy: rankings, methodology, search, co…
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| 40223 |
F1 MCP Server
Claim
A real-time Formula 1 analytics server that lets you ask natural language quest…
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| 40224 |
ARIS4U MCP Server
Claim
An MCP server providing per-client memory, governance, and five tools (ingest, …
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| 40225 |
Microsoft Ads MCP Server
Claim
A Model Context Protocol (MCP) server for Microsoft Advertising (Bing Ads / Duc…
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| 40226 |
Pelaris
Claim
AI fitness coaching through any MCP-compatible AI assistant. 21 tools for perso…
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| 40227 |
Unified MCP server for Argentine legal sources, enabling access to 11 databases…
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| 40228 |
Run WhatsApp AI agents: manage agents, conversations, CRM contacts, orders and …
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| 40229 |
docsgrep
Claim
A high-performance MCP server for intelligent documentation search, proactive b…
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| 40230 |
MCP server for Meshbrow that gives AI agents full browser automation capabiliti…
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| 40231 |
MCP Filesystem Python
Claim
A secure, read-only MCP server for browsing and searching files in a specified …
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| 40232 |
PersuadioAI
Claim
Analyze leads, draft follow-up campaigns, and launch SMS outreach only with exp…
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| 40233 |
test
Claim
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| 40234 |
Bulgaria payments for AI agents — cards / Apple Pay via Stripe. Never holds fun…
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| 40235 |
SSH MCP Server
Claim
Enables AI assistants to perform comprehensive SSH operations including command…
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| 40236 |
The public record of local government: what your officials actually say and do,…
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| 40237 |
threadline-core
Claim
MCP server providing structured continuity memory for AI coding agents, trackin…
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| 40238 |
autario-mcp
Claim
Search, query, and publish charts across 2,300+ verified public datasets (World…
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| 40239 |
Google News & Trends MCP
Claim
Query Google News RSS feeds and search interest over time via Google Trends.
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| 40240 |
MySQL MCP Server
Claim
Enables AI assistants to directly query MySQL databases, list tables, and view …
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| 40241 |
Poke Voice MCP Server
Claim
Enables Poke to trigger outbound AI phone calls through Vapi telephony, using a…
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| 40242 |
brokre
Claim
AI-safe credential broker for MCP — run saved SSH/MySQL/psql aliases; passwords…
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| 40243 |
research-hub
Claim
Research workspace for Zotero + Obsidian + NotebookLM. Search, ingest, sync, ve…
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| 40244 |
gulltoppr
Claim
Enables AI agents to resolve smart contract ABIs, read, encode, simulate, and p…
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| 40245 |
DevOps MCP Server
Claim
Automates CI/CD pipeline control, PR review, Git operations, and monitoring/ale…
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| 40246 |
TradingView MCP Jackson
Claim
Enables AI assistants to control and read data from TradingView Desktop, includ…
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| 40247 |
OpenAlex MCP Server
Claim
Enables searching and retrieving scholarly works, authors, institutions, and ci…
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| 40248 |
HubSpot MCP
Claim
Provides complete access to the HubSpot API (1,076 tools) with safety categorie…
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| 40249 |
milky_file_search
Claim
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| 40250 |
Datadog MCP Server
Claim
Enables AI assistants to interact with Datadog's observability platform via nat…
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