MCP Server Quality Scores

Independent quality analysis of 44165 public MCP servers

44165
Discovered
29482
Scored
2111
Verified
16952
Complete

Last updated 40 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44101
revelri
Closes the find-download-install loop for lutris-mcp by searching Prowlarr, dow…
44102
timetetng
Enables remote server control via SSH through Claude, supporting command execut…
81
44103
vmanoilov
secu Claim
N/A N/A 95
44104
nickzren
Enables AI assistants to query gene annotations, expression, pathways, variants…
44105
seongcheoljeon
Provides persistent storage for Claude's context by enabling saving, loading, s…
N/A N/A
44106
ndatta18-b06a
Institutional-grade research and diligence reports on hedge funds, private equi…
81
44107
aiaiohhh
Persistent memory + context layer for AI dev teams. 17 tools via MCP.
N/A N/A 95
44108
alyiox
ClickHouse Claim
Read-only MCP server for ClickHouse metadata, parameterized queries, and plan a…
N/A N/A
44109
Nimo1987
Enables AI agents to perform professional-grade deep research by aggregating re…
44110
robocular
spawnpay-mcp Claim
Crypto wallets, payments, and referral earnings for AI agents on Base L2. Give …
N/A N/A 95
44111
pelicantravel
Provide flight search and detailed flight information retrieval capabilities th…
N/A N/A 95
44112
brendadeeznuts1111
Provides betting intelligence and analytics tools including exposure, CLV, shar…
N/A N/A
44113
glassBead-tc
A production-ready MCP server for Airtable that enables programmatic management…
N/A N/A
44114
Kush614
niahub-mcp Claim
Provides pre-indexed knowledge packs for popular technologies (Stripe, React, e…
44115
BuyWhere
Search 1.5M+ products across 20+ platforms. Compare prices, find deals, browse …
44116
emiliosalvadorp
gcal-mcp Claim
N/A N/A 95
44117
frazierlee
OneSocial Claim
OneSocial — The Professional Operating System™ Find vetted freelancers, creati…
81
44118
acearv09876
CaptureMind Claim
Turn Claude Desktop conversations into visual mind maps via MCP. Highlights blo…
N/A N/A
44119
TylerCoxDruin
GeoLabel Claim
Turn GPS coordinates into place name, category, and live opening hours via Open…
N/A N/A 83
44120
GSA-TTS
Enables LLMs to query and analyze government website analytics from analytics.u…
44121
Tencent
Enables large language models to directly access Tencent Cloud Log Service for …
44122
ssakone
Enables AI assistants and MCP clients to interact with PocketBase databases for…
44123
CyprianFusi
A research assistant server that enables saving, organizing, and retrieving res…
N/A N/A
44124
shahil-yadav
Enables real-time weather data streaming through a secure MCP server. Features …
81
44125
underground-district
A curated selections of tools and writing from the Underground Cultural Distric…
81
44126
sharon-nasimiyu
Educational example of an MCP server built with FastMCP, demonstrating how to e…
44127
Galaxy-Dawn
kaggle-mcp Claim
A full-featured MCP server for the Kaggle API — competitions, datasets, kernels…
44128
ssoj13
Enables AI agents to control Blender 3D through 27 tools for scene manipulation…
N/A N/A 95
44129
revolutionarybukhari
Enables AI assistants to search and filter youth opportunities such as scholars…
N/A N/A
44130
Patheras
gyibb-mcp Claim
Cited product-review verdicts from real user voices — free remote MCP, no API k…
44131
CSOAI-ORG
landlaw-ai-mcp MCP server by MEOK AI Labs
N/A N/A
44132
mows21
n8nmcpremote Claim
N/A N/A 95
44133 N/A N/A 95
44134
Dhugster
A government-oriented MCP server implementing security controls for AegisReader…
N/A N/A 95
44135
ziptax
Real-time US and Canadian sales tax and use tax rates by address or geographic …
81
44136
ReadyAPIs-com
Ready APIs Claim
121 MCP tools: geo, email, phone, company, DNS, FX, equities, weather, tax, eco…
44137
sassoftware
This MCP server enables natural language scoring with SAS Viya, allowing users …
44138
oliverkraft93-ops
chemistry Claim
Deterministic MCP for AI agents: drug discovery, ADMET, docking, LNPs, DoE, ret…
44139
samihalawa
netlify-mcp Claim
N/A N/A 95
44140
cronozen
Tamper-proof audit trail for AI decisions. 6 tools to record, verify, and expor…
81
44141
integsec
turbopentest Claim
AI-powered penetration testing. Launch scans, review findings, download reports.
N/A N/A 83
44142
johnisanerd
Google Local Claim
Find local businesses on Google: name, address, phone, hours, ratings, and phot…
44143
mikimatsub
swsd-mcp Claim
MCP server for SolarWinds Service Desk (SWSD/Samanage) enabling reading and mod…
44144
huangzesen
HelioSPICE Claim
Spacecraft ephemeris made easy — auto-managed SPICE kernels for heliophysics
N/A N/A 95
44145
eGain
Enables AI clients to interact with eGain Knowledge, supporting portal browsing…
44146
michaelfeng
A China A-share market data MCP server that enables AI agents to query factor d…
44147
lbruton
An enhanced memory management system that wraps memento-mcp with sophisticated …
81
44148
GetBlock-io
Enables querying blockchain data from Ethereum and Solana via GetBlock.io API, …
44149
Decodo
Enable your AI agents to scrape and parse web content dynamically, including ge…
N/A N/A 95
44150
spacemandomains
Real-time surf, weather, trail status, volcano, ocean safety, and restaurants f…
Showing 44101–44150 of 44165 servers