MCP Server Quality Scores

Independent quality analysis of 64798 public MCP servers

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64798
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30724
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2112
Verified
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16953
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Last updated 2 hours, 46 minutes ago

Grade Distribution

Score Distribution

Newly Added

discoverGPT F shortgenius F PolicyLayer F monitoring F Meltema Weather F

Biggest Gainers

agent-mcp +31 Mozaika +29 signals +23

Biggest Drops

agentwork-mcp -56 Sunrays — Local Service Booking -56 Flatland -25
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
31751
kitfunso
Luminus Claim
Provides real-time European and GB electricity grid data via MCP, including gen…
 — ○ ⏳ — N/A N/A — — —
31752
YawLabs
MCP server for the LemonSqueezy API. Enables managing stores, products, custome…
 — ○ ⏳ — — — — — —
31753
timtty-sinch
andy Claim
Enables AI agents to learn from their sessions by inspecting history, proposing…
 — ○ ⏳ — N/A N/A — — —
31754
ckgerteis
jstage-mcp Claim
Exposes J-STAGE WebAPI as four tools for searching articles, issues, journals, …
 — ○ ⏳ — N/A N/A — — —
31755
codingriver
upilot Claim
Unity Editor automation bridge for AI agents and MCP clients, enabling inspecti…
 — ○ ⏳ — N/A N/A — — —
31756
vaughngit
Connects AI assistants to the ClearFi personal finance API for searching transa…
 — ○ ⏳ — N/A N/A — — —
31757
nitrocloudofficial
NitroStack Claim
A Python framework for building MCP servers with modular architecture, dependen…
 — ○ ⏳ — — — — — —
31758
hyungseokyoon
velog-mcp Claim 1
MCP server for Velog blog platform enabling reading, searching, and writing art…
 — ○ ⏳ — — — — 81 —
31759
ZureJack
A modular Python MCP server providing tools for text echoing, system informatio…
 — ○ ⏳ — N/A N/A — — —
31760
fortifiedai
Provides live SEC filing events including resolved activist stakes (13D) and ty…
 — ○ ⏳ — N/A N/A — — —
31761
GongRzhe
Enables dynamic creation and code generation of MCP servers using FastMCP, with…
 — ○ ⏳ — N/A N/A — — —
31762
Showyilu
stayzi Claim
— ○ ⏳ — N/A N/A — 95 —
31763
zombat
S.C.R.U.B. Claim
A code quality MCP server with 22 tools for deterministic linting, formatting, …
 — ○ ⏳ — N/A N/A — — —
31764
peaceful-wanderer
An MCP server for interacting with the Rell Language Server Protocol interface.…
 — ○ ⏳ — N/A N/A — — —
31765
elimyliu
Wraps HyperFrames CLI as MCP tools, enabling AI agents to create, preview, and …
 — ○ ⏳ — N/A N/A — — —
31766
judas-priest
VecMory Claim
An MCP server that provides AI agents with a contextual memory system, storing …
 — ○ ⏳ — — — — — —
31767
miladonline
tets Claim
— ○ ⏳ — N/A N/A — 95 —
31768
creativec09
MCP server that provides semantic search and documentation for STM32 microcontr…
 — ○ ⏳ — — — — — —
31769
essoen
Enables AI assistants to search, browse, and manage your Pocket Casts podcast l…
 — ○ ⏳ — — — — — —
31770
Thebignoze1
Enables web audits for performance, security, SEO, and DNS, returning structure…
 — ○ ⏳ — N/A N/A — — —
31771
lazymac2x
Cloudflare Workers MCP server: api-response-cost-analyzer
 — ○ ⏳ — — — — — —
31772
lazymac2x
Cloudflare Workers MCP server: crypto-signal
 — ○ ⏳ — — — — — —
31773
vibesecurity
VS2908 Claim
— ○ ⏳ — N/A N/A — 95 —
31774
boring
boring Claim
Automate planning, implementation, and verification of code across your project…
 — ○ ⏳ — N/A N/A — 95 —
31775
jl681
Automates project scaffolding for Domain-Driven Design and Clean Architecture, …
 — ○ ⏳ — N/A N/A — — —
31776
kanjidoc
Missive MCP Claim
Connects AI assistants to your Missive team inbox with 36 tools for managing co…
 — ○ ⏳ — — — — — —
31777
juan-cinto-infracommerce
MCP server for Adobe Commerce Cloud — REST API + SSH, no PHP CLI required
 — ○ ⏳ — N/A N/A — — —
31778
AceDataCloud
mcp-glm Claim
MCP server for GLM chat completions using Zhipu AI models via AceDataCloud
 — ○ ⏳ — — — — — —
31779
michaelsong4399
Myrcael Claim
A TypeScript framework for building MCP servers with features for client sessio…
 — ○ ⏳ — — — — 81 —
31780
Kyrnepi
MCP server for controlling PowerExchange/Fancy Control devices via HTTP. Provid…
 — ○ ⏳ — — — — — —
31781
goto-software
MCP server for Plane integration, enabling AI agents to interact with Plane API…
 — ○ ⏳ — — — — — —
31782
Lexmata
Enables AI assistants to manage GitHub Projects V2, including items, fields, an…
 — ○ ⏳ — — — — — —
31783
pipeworx-io
Enables querying and exploring City of Austin open geospatial data (parcels, zo…
 — ○ ⏳ — — — — — —
31784
kimagure-dd
MCP server for calculating XIRR (Extended Internal Rate of Return) from cash fl…
 — ○ ⏳ — — — — — —
31785
JorgeSintes
puregym-mcp Claim
Enables browsing PureGym centers, discovering classes, and managing bookings in…
 — ○ ⏳ — — — — — —
31786
fursatdev-tech
Fursat Claim
AI-bookable curated vacation homes in Northeast India and the Himalayas. Book o…
 — ○ ⏳ — — — — — —
31787
askui
IDB-MCP Claim
MCP server to control iOS simulators for automation, enabling device management…
 — ○ ⏳ — N/A N/A — — —
31788
dennisonbertram
A comprehensive MCP server for secure Ledger hardware wallet integration with E…
 — ○ ⏳ — N/A N/A — — —
31789
jmacd867
Wraps FastContext-1.0 as a repo-exploration subagent for Claude Code, enabling …
 — ○ ⏳ — N/A N/A — — —
31790
arrogant-R
Enables AI assistants to search and access academic papers from Google Scholar …
 — ○ ⏳ — N/A N/A — — —
31791
Marianooss
MCP server that enables clinical lab staff to predict reagent stockouts, check …
 — ○ ⏳ — — — — — —
31792
jonelgithub
Enables AI assistants to interact with Investec banking accounts, transactions,…
 — ○ ⏳ — — — — — —
31793
barrettclark
A lightweight MCP server for Apple Calendar on macOS that uses a Swift helper t…
 — ○ ⏳ — N/A N/A — — —
31794
profanter-dev
truenas-mcp Claim
Read-only MCP server for TrueNAS SCALE 25.10+ that connects via JSON-RPC 2.0 We…
 — ○ ⏳ — — — — — —
31795
Mavis2103
Provides context-aware skill selection for AI agents, reducing token usage by 8…
 — ○ ⏳ — — — — — —
31796
manifest-network
Manifest MCP Claim
A monorepo of MCP servers for Manifest Network and Cosmos SDK chains, enabling …
 — ○ ⏳ — — — — — —
31797
h34tsink
websight Claim
Enables AI agents to see, analyze, and visually verify web page changes through…
 — ○ ⏳ — N/A N/A — — —
31798
Apoorva5544
A production-ready MCP server providing file, system, math, and text utilities …
 — ○ ⏳ — N/A N/A — — —
31799
gracelee087
An unofficial MCP server for Google NotebookLM that enables users to manage not…
 — ○ ⏳ — N/A N/A — — —
31800
BoonieX
Model Context Protocol server for Telegram. Let AI read, search, send, and forw…
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