MCP Server Quality Scores
Independent quality analysis of 44165 public MCP servers
Last updated 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44101 |
lutris-source-mcp
Claim
Closes the find-download-install loop for lutris-mcp by searching Prowlarr, dow…
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| 44102 |
Enables remote server control via SSH through Claude, supporting command execut…
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| 44103 |
secu
Claim
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| 44104 |
MyGene MCP Server
Claim
Enables AI assistants to query gene annotations, expression, pathways, variants…
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| 44105 |
Claude Memory MCP Server
Claim
Provides persistent storage for Claude's context by enabling saving, loading, s…
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| 44106 |
Institutional-grade research and diligence reports on hedge funds, private equi…
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| 44107 |
BrainBrainBrains
Claim
Persistent memory + context layer for AI dev teams. 17 tools via MCP.
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| 44108 |
ClickHouse
Claim
Read-only MCP server for ClickHouse metadata, parameterized queries, and plan a…
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| 44109 |
Harness Research MCP
Claim
Enables AI agents to perform professional-grade deep research by aggregating re…
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| 44110 |
spawnpay-mcp
Claim
Crypto wallets, payments, and referral earnings for AI agents on Base L2. Give …
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| 44111 |
Provide flight search and detailed flight information retrieval capabilities th…
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| 44112 |
betting-brain-v3
Claim
Provides betting intelligence and analytics tools including exposure, CLV, shar…
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| 44113 |
A production-ready MCP server for Airtable that enables programmatic management…
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| 44114 |
niahub-mcp
Claim
Provides pre-indexed knowledge packs for popular technologies (Stripe, React, e…
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| 44115 |
BuyWhere Product Catalog
Claim
Search 1.5M+ products across 20+ platforms. Compare prices, find deals, browse …
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| 44116 |
gcal-mcp
Claim
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| 44117 |
OneSocial
Claim
OneSocial — The Professional Operating System™
Find vetted freelancers, creati…
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| 44118 |
CaptureMind
Claim
Turn Claude Desktop conversations into visual mind maps via MCP.
Highlights blo…
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| 44119 |
GeoLabel
Claim
Turn GPS coordinates into place name, category, and live opening hours via Open…
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| 44120 |
Enables LLMs to query and analyze government website analytics from analytics.u…
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| 44121 |
Enables large language models to directly access Tencent Cloud Log Service for …
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| 44122 |
PocketBase MCP Server
Claim
Enables AI assistants and MCP clients to interact with PocketBase databases for…
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| 44123 |
mcp-research-assistant
Claim
A research assistant server that enables saving, organizing, and retrieving res…
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| 44124 |
Enables real-time weather data streaming through a secure MCP server. Features …
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| 44125 |
spine-curated
Claim
A curated selections of tools and writing from the Underground Cultural Distric…
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| 44126 |
FastMCP Example Server
Claim
Educational example of an MCP server built with FastMCP, demonstrating how to e…
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| 44127 |
kaggle-mcp
Claim
A full-featured MCP server for the Kaggle API — competitions, datasets, kernels…
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| 44128 |
Blender MCP Server
Claim
Enables AI agents to control Blender 3D through 27 tools for scene manipulation…
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| 44129 |
opportunity-mcp
Claim
Enables AI assistants to search and filter youth opportunities such as scholars…
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| 44130 |
gyibb-mcp
Claim
Cited product-review verdicts from real user voices — free remote MCP, no API k…
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| 44131 |
landlaw-ai-mcp
Claim
landlaw-ai-mcp MCP server by MEOK AI Labs
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| 44132 |
n8nmcpremote
Claim
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| 44133 |
weather-mcp-server
Claim
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| 44134 |
A government-oriented MCP server implementing security controls for AegisReader…
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| 44135 |
Real-time US and Canadian sales tax and use tax rates by address or geographic …
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| 44136 |
Ready APIs
Claim
121 MCP tools: geo, email, phone, company, DNS, FX, equities, weather, tax, eco…
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| 44137 |
sas-score-mcp-serverjs
Claim
This MCP server enables natural language scoring with SAS Viya, allowing users …
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| 44138 |
chemistry
Claim
Deterministic MCP for AI agents: drug discovery, ADMET, docking, LNPs, DoE, ret…
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| 44139 |
netlify-mcp
Claim
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| 44140 |
cronozen-proof
Claim
Tamper-proof audit trail for AI decisions. 6 tools to record, verify, and expor…
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| 44141 |
turbopentest
Claim
AI-powered penetration testing. Launch scans, review findings, download reports.
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| 44142 |
Google Local
Claim
Find local businesses on Google: name, address, phone, hours, ratings, and phot…
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| 44143 |
swsd-mcp
Claim
MCP server for SolarWinds Service Desk (SWSD/Samanage) enabling reading and mod…
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| 44144 |
HelioSPICE
Claim
Spacecraft ephemeris made easy — auto-managed SPICE kernels for heliophysics
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| 44145 |
eGain MCP Server
Claim
Enables AI clients to interact with eGain Knowledge, supporting portal browsing…
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| 44146 |
FactorHub MCP Server
Claim
A China A-share market data MCP server that enables AI agents to query factor d…
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| 44147 |
An enhanced memory management system that wraps memento-mcp with sophisticated …
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| 44148 |
MCP GetBlock Server
Claim
Enables querying blockchain data from Ethereum and Solana via GetBlock.io API, …
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| 44149 |
Decodo MCP Server
Claim
Enable your AI agents to scrape and parse web content dynamically, including ge…
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| 44150 |
Real-time surf, weather, trail status, volcano, ocean safety, and restaurants f…
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