MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

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30006
Discovered
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24039
Scored
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1224
Verified
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16961
Complete
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Last updated 3 weeks ago

Grade Distribution

Score Distribution

🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
28701
amir_shocknews
test Claim
— ○ ⏳ — N/A N/A — 95 —
28702
AI-powered patent intelligence for search & analysis
 — ○ ⏳ — — — — — —
28703
rachadele
biolit Claim
LLM-assisted biomedical literature screening and extraction for PubMed, GEO, an…
 — ○ ⏳ — N/A N/A — — —
28704
cheeeee
vpn-mcp Claim
Enables AI coding assistants to access the internet through VPN exit nodes to b…
 — ○ ⏳ — — — — — —
28705
xiaobenyang-com
Track live USD/RUB and EUR/RUB exchange rates and Brent crude prices in USD and…
 — ○ — N/A N/A — 95 —
28706
Enables coding agents to coordinate edits, reviews, and escalations without fil…
 — ○ — N/A N/A — 76 —
28707
tech-sushant
— ○ ⏳ — N/A N/A — 95 —
28708
imleokkkk
Multiply numbers quickly and accurately within your workflows. Automate repetit…
 — ○ ⏳ — N/A N/A — 95 —
28709
Hekkova
mcp Claim
TPermanent memory layer for AI agents. Mint moments to the Polygon blockchain v…
 — ○ ⏳ — — — — — —
28710
Fast, local VM orchestration (QEMU/KVM) with native MCP support for autonomous …
 — ○ — N/A N/A — 81 —
28711
apix420
— ○ ⏳ — N/A N/A — 95 —
28712
metricasboss
Integrate the Trasty API with your agents to access monthly usage data seamless…
 — ○ ⏳ — — — — 81 —
28713
TencentCloudBase
— ○ — N/A N/A — 95 —
28714
adrianpdm
Wisnu MCP Claim
A travel booking server that enables searching for flights, hotels, and destina…
 — ○ — — — — 81 —
28715
singhhkunttall
trae123 Claim
— ○ — N/A N/A — 95 —
28716
MaraBank
Connects Claude to remote servers via SSH to execute commands, manage files, an…
 — ○ — N/A N/A — 95 —
28717
falcosan
mcp-meilisearch
 — ○ — N/A N/A — 95 —
28718
uniteum
Enables searching Reddit posts, fetching subreddit content, and retrieving post…
 — ○ ⏳ — — — — — —
28719
Danuzu11
An MCP server that integrates Google Gemini with corporate management APIs to h…
 — ○ ⏳ — — — — — —
28720
hexi4764
Automates the Douyin Creator Platform to manage login states and publish image-…
 — ○ ⏳ — N/A N/A — — —
28721
1withall
domin8 Claim
A deterministic MCP server that enforces auditable workflows by requiring AI ag…
 — ○ — N/A N/A — 95 —
28722
s2-streamstore
Enables interaction with S2 StreamStore to manage basins, access tokens, and da…
 — ○ ⏳ — — — — — —
28723
JoshuaRamirez
An MCP server that provides a multidimensional philosophical framework for prom…
 — ○ ⏳ — — — — — —
28724
HTTPayer
HTTPayer MCP Claim
Enables AI agents to call x402-gated APIs using a central credit balance, abstr…
 — ○ ⏳ — — — — — —
28725
zitlem
A message broker enabling coordination between multiple Claude Code terminals t…
 — ○ ⏳ — — — — — —
28726
felipethecosta
An MCP server for computer automation that provides tools for screenshots, mous…
 — ○ ⏳ — N/A N/A — — —
28727
jessicaruthabbott
Enables programmatic management of Substack content, including creating drafts,…
 — ○ ⏳ — — — — — —
28728
PhilemonChiro
— ○ — N/A N/A — 95 —
28729
speed-test Claim 1
Official SpeedOf.Me server - Accurate speed tests via 129 global edge servers w…
 — ○ — N/A N/A — 69 —
28730
swesmith-repos
Meta Ads MCP Claim
Enables AI-powered analysis, management, and optimization of Meta advertising c…
 — ○ ⏳ — — — — 81 —
28731
dminhk
Serves as a Model Context Protocol server that provides tools to look up Amazon…
 — ○ ⏳ — N/A N/A — 95 —
28732
Octid-io
Agentic AI instruction encoding. 86.8% smaller than JSON. Inference-free decode…
 — ○ ⏳ — — — — — —
28733
bshivarthyai
navanithmcp Claim
— ○ — N/A N/A — 95 —
28734
ugobe007
AI-powered BESS quoting & energy sales intelligence for Claude and any MCP clie…
 — ○ ⏳ — — — — — —
28735
hha-nguyen
Enables interaction with Huly workspaces via WebSocket API to manage projects a…
 — ○ ⏳ — — — — 81 —
28736
bhayanak
MCP Server that gives AI assistants access to comprehensive country data from 2…
 — ○ ⏳ — — — — — —
28737
bhayanak
Server for SonarQube Give AI assistants direct access to your code quality, sec…
 — ○ ⏳ — — — — — —
28738
bhayanak
Give your AI assistant access to the entire Pokémon universe
 — ○ ⏳ — — — — — —
28739
bhayanak
It Integration for MinIO / S3-compatible object storage, providing AI assistant…
 — ○ ⏳ — — — — — —
28740
bhayanak
Server that gives AI assistants structured access to the Nobel Prize API v2.1. …
 — ○ ⏳ — — — — — —
28741
JigsawStack
Detect Objects using JigsawStack's AI Models.
 — ○ — N/A N/A — 95 —
28742
bhayanak
Global weather intelligence for AI assistants providing 10 weather tools — fore…
 — ○ ⏳ — — — — — —
28743
pbidhjorvar
Enables secure, read-only access to the Payday API through Claude Desktop with …
 — ○ ⏳ — — — — 81 —
28744
rshivamrapid
test Claim
— ○ — N/A N/A — 95 —
28745
KiritaniAyaka
test Claim
— ○ ⏳ — N/A N/A — 95 —
28746
sachitrafa
YourMemory Claim
YourMemory is an MCP server that uses biological forgetting curves to automatic…
 — ○ ⏳ — — — — — —
28747
AI visibility monitoring. 23 tools, 8 LLM platforms, Magic Link auth. Free tier.
 — ○ ⏳ — — — — — —
28748
AI memory with 53 tools. Knowledge Graph, semantic search, Magic Link auth. Fre…
 — ○ ⏳ — — — — — —
28749
jmagar
A comprehensive Model Context Protocol server that bridges LLMs with self-hoste…
 — ○ ⏳ — — — — 81 —
28750
whit3rabbit
SpecForged Claim
Create and evolve clear software specifications from requirements and design to…
 — ○ — N/A N/A — 95 —
Showing 28701–28750 of 30006 servers
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