MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 3 hours, 11 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36901 |
oci-mcp-server
Claim
Enables natural-language access to Oracle Cloud Infrastructure resources, allow…
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| 36902 |
Provides fast file searching across Windows, macOS, and Linux using platform-na…
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| 36903 |
loggly-mcp-server
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| 36904 |
WayCast
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Enables turning any company URL into a vertical brand film with script, voiceov…
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| 36905 |
mcp_canadiantire
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Enables searching Canadian Tire's product catalogue, checking product details, …
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| 36906 |
Base Converter MCP
Claim
An MCP server providing deterministic base conversions (binary, hex, octal, dec…
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| 36907 |
local-agent
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Routes code generation tasks between local models and Claude Cloud, optimizing …
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| 36908 |
trace32-mcp
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AI-driven interface for Lauterbach TRACE32 PowerView debugging, inspection, and…
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| 36909 |
Doppler MCP Server
Claim
Enables AI assistants to interact with the Doppler API for secrets management, …
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| 36910 |
jobs-mcp-server
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MCP server that exposes a MongoDB healthcare jobs collection, enabling listing,…
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| 36911 |
ContextCrumb
Claim
ContextCrumb compresses long text, local files, and MCP catalog descriptions in…
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| 36912 |
mcp-gemini-image
Claim
An MCP server that provides image generation capabilities using Google's Gemini…
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| 36913 |
flour-ads
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MCP server for managing ad campaigns across Google Ads, Meta, and more. Enables…
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| 36914 |
Postgres MCP Server
Claim
Enables chatting with PostgreSQL databases via MCP, with GitHub OAuth authentic…
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| 36915 |
newrelic-mcp
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A command-line tool for monitoring and analyzing New Relic application metrics …
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| 36916 |
legacy-web-mcp
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Automatically crawl and analyze legacy web applications to generate documentati…
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| 36917 |
Hive Credit Broker
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Broker-only credit/lending discovery shim for AI agents
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| 36918 |
EasyWeek
Claim
EasyWeek is an all-in-one booking and business management platform for salons, …
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| 36919 |
Ukraine payments for AI agents — LiqPay cards / Apple Pay via LiqPay. Never hol…
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| 36920 |
lego-mcp
Claim
An MCP server that enables LLMs to build physically valid Lego models by enforc…
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| 36921 |
Sales intelligence for DACH & EU SMEs — lead scoring, ICP fit, CRM enrichment &…
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| 36922 |
mcp-sentry
Claim
Enables AI assistants to retrieve and analyze Sentry issues, including error re…
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| 36923 |
Enables AI agents to create, compare, and track purchases with structured buyin…
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| 36924 |
fallfence-mcp
Claim
Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and…
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| 36925 |
Conversor IAE-CNAE
Claim
The first fiscal MCP server for Spain: IAE/CNAE 2025, AEAT modelos, IRPF/IVA, R…
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| 36926 |
PactFi MCP
Claim
Enables interaction with the PactFi AMM DEX on Algorand, including pool discove…
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| 36927 |
Phishunt
Claim
Public phishing feed: suspicious/confirmed phishing URLs detected hourly. No au…
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| 36928 |
GitHub project health, package dependency risk, trending repos, license & packa…
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| 36929 |
top-gun-audit
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Agentic GEO-Lens Audit API: Specialized geospatial auditing and location-aware …
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| 36930 |
voice-truthgate-mcp
Claim
Honest voice authenticity for AI agents: enrol a voice, verify a call clip. Sig…
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| 36931 |
e-RUP KNF MCP Server
Claim
Enables querying the Polish KNF e-RUP payment institution registry, including e…
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| 36932 |
Option Desk
Claim
Option analytics over the SYNTH sample or a permitted chain: Greeks, positionin…
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| 36933 |
openai-gpt-image-1-mcp
Claim
Provides AI agents and coding assistants with image generation and editing capa…
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| 36934 |
mysql-mcp
Claim
Enables read-only SQL queries and datasource listing for MySQL databases via MC…
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| 36935 |
Kaggle-mcp
Claim
MCP server for the Kaggle API: competitions, datasets, kernels, and models.
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| 36936 |
Query PostgreSQL databases in plain English — LLM-generated, safety-validated S…
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| 36937 |
eds-mcp-server
Claim
20 tools for Adobe Edge Delivery Services: preview, publish, analytics, and con…
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| 36938 |
mcp
Claim
Query ZK-verified attributes, selective disclosure, and on-chain provenance fro…
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| 36939 |
Real 3D-print slicing, quoting, DFM, orientation & material/settings advisors. …
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| 36940 |
Screen Capture MCP
Claim
Enables AI agents to capture screen regions by defining a visual overlay or arb…
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| 36941 |
nyc-311-mcp
Claim
An MCP server for the NYC 311 Public API that allows AI assistants to check cit…
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| 36942 |
A Model Context Protocol server that exposes Python Rope refactoring capabiliti…
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| 36943 |
weather-mcp-server
Claim
An MCP server that wraps the Open-Meteo API to provide current weather, forecas…
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| 36944 |
Enables searching and retrieving details of over 500,000 Spanish government gra…
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| 36945 |
ArkTS Helper MCP
Claim
Provides documentation search, reading, and AI-powered Q\&A for ArkTS/ArkUI dev…
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| 36946 |
28 public tools for queues, inboxes, webhooks, approvals and temporary workflow…
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| 36947 |
ragalgo-v2
Claim
Get scored, end-of-day insights for Korean stocks and crypto to cut noise and i…
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| 36948 |
ToughTongue AI
Claim
Create voice-agent scenarios, pull session analytics, place SIP calls, schedule…
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| 36949 |
zaai-dev-mcp
Claim
Zaai Dev brand brief + captured design references for MCP-compatible AI tools.
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| 36950 |
The most complete financial compliance agent in the x402 ecosystem. Combines ve…
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