MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 3 hours, 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 55851 |
gareev-app-mcp
Claim
AI-powered MCP server for managing a Supabase Upload App, enabling blog posts, …
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| 55852 |
phonecall-mcp
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Enables Claude to make and manage real phone calls through Twilio, allowing it …
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| 55853 |
boundaryai
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Deterministic runtime safety for AI agents: scan PII, gate tool actions, verify…
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| 55854 |
Iceberg MCP Server
Claim
Enables natural language querying of Apache Iceberg lakehouse by exposing typed…
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| 55855 |
MCP-DB-Server
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Enables natural language querying of SQL databases with robust safety guarantee…
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| 55856 |
api-request-deduplicator
Claim
Cloudflare Workers MCP server: api-request-deduplicator
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| 55857 |
A Model Context Protocol (MCP) server for producing better Terraform through CL…
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| 55858 |
mcpdeprecation-mcp
Claim
Remote MCP for MCP tool deprecation receipt, structured receipts, audit logs, a…
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| 55859 |
IBKR Portfolio Builder
Claim
Top-down IBKR research: 468 typed screeners tagged by strategy intent, news, ac…
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| 55860 |
Enable seamless interaction with the Wuolah platform to post educational conten…
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| 55861 |
Velaris Intelligence
Claim
AI-generated customer success reports for Velaris platform users. Authenticates…
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| 55862 |
Backlink SEO
Claim
Classic SEO suites charge heavily for link indexes. This MCP gives individuals …
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| 55863 |
Kin
Claim
The system of record for AI-written software.
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| 55864 |
PRIMS
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| 55865 |
some-vault-some-mcp
Claim
MCP server that gives AI models read/write access to Obsidian vaults with seman…
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| 55866 |
LinkedInMCP
Claim
An innovative MCP server that transforms LinkedIn API interactions, enabling ad…
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| 55867 |
MCP server for AGDEL. Agents can create, buy, deliver, reveal, and settle signa…
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| 55868 |
Ingrids Reisetjenester
Claim
Enables intelligent travel planning by combining weather forecasts and route ca…
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| 55869 |
munimind-mcp
Claim
Query 2,500+ NYC civic datasets (zoning, deeds, permits, violations, meetings) …
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| 55870 |
semhood
Claim
AST-based semantic code search; results ship with their call graph (calls + cal…
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| 55871 |
Quaderno MCP Server
Claim
Connects AI assistants to Quaderno's tax compliance engine, enabling tax calcul…
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| 55872 |
smithery-mcp
Claim
Greet anyone by name with a friendly message. Toggle pirate mode for playful, s…
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| 55873 |
SendPulse
Claim
Empower AI agents with SendPulse email, CRM, chatbot, SMTP, and course automati…
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| 55874 |
News Sentiment API
Claim
News sentiment score trends for any topic over time. Free key at trendsapi.ai
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| 55875 |
RentCast MCP Server
Claim
Wraps the RentCast API to search houses for sale, get valuations, rent estimate…
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| 55876 |
Swift MCP Server
Claim
An MCP server that provides Swift and SwiftUI best practices, acting as a senio…
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| 55877 |
ARIS4U MCP Server
Claim
An MCP server providing per-client memory, governance, and five tools (ingest, …
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| 55878 |
Microsoft Ads MCP Server
Claim
A Model Context Protocol (MCP) server for Microsoft Advertising (Bing Ads / Duc…
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| 55879 |
lixversion-mcp
Claim
A paid remote MCP for Lix, built to return verdicts, receipts, usage logs, and …
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| 55880 |
repack-logs-mcp
Claim
An MCP server for tailing Re.Pack/Rspack dev server logs. Enables AI assistants…
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| 55881 |
F1 MCP Server
Claim
A real-time Formula 1 analytics server that lets you ask natural language quest…
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| 55882 |
Generate high-quality images from text prompts using Leonardo AI's advanced mod…
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| 55883 |
DealHub MCP server for admins. Manage versions and users with 7 tools via Claud…
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| 55884 |
Pelaris
Claim
AI fitness coaching through any MCP-compatible AI assistant. 21 tools for perso…
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| 55885 |
Unified MCP server for Argentine legal sources, enabling access to 11 databases…
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| 55886 |
GEOMETRY
Claim
Deterministic calendars and cosmic date JSON for AI agents via MCP (Gregorian 1…
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| 55887 |
Run WhatsApp AI agents: manage agents, conversations, CRM contacts, orders and …
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| 55888 |
docsgrep
Claim
A high-performance MCP server for intelligent documentation search, proactive b…
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| 55889 |
MCP server for Meshbrow that gives AI agents full browser automation capabiliti…
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| 55890 |
Chai-1 MCP Server
Claim
Enables protein structure prediction using the Chai-1 model via Docker, with to…
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| 55891 |
xctools-mcp-server
Claim
Provides structured access to Xcode development tools including xcrun, xcodebui…
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| 55892 |
FramesCLI
Claim
Make videos AI-readable. Extract timestamped frames and transcripts from any vi…
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| 55893 |
PersuadioAI
Claim
Analyze leads, draft follow-up campaigns, and launch SMS outreach only with exp…
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| 55894 |
test
Claim
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| 55895 |
MCP Filesystem Python
Claim
A secure, read-only MCP server for browsing and searching files in a specified …
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| 55896 |
Agent with a wallet? This place is built for you. Digital experiences made of w…
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| 55897 |
Nexez Agentic Commerce
Claim
Find Nexez sellers, inspect offers, and validate checkout or negotiation before…
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| 55898 |
SSH MCP Server
Claim
Enables AI assistants to perform comprehensive SSH operations including command…
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| 55899 |
Bulgaria payments for AI agents — cards / Apple Pay via Stripe. Never holds fun…
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| 55900 |
threadline-core
Claim
MCP server providing structured continuity memory for AI coding agents, trackin…
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