MCP Server Quality Scores

Independent quality analysis of 64636 public MCP servers

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Last updated 41 minutes ago

Grade Distribution

Score Distribution

Newly Added

mcp F mcp F ScrapeNest F Corbelworks Agent Reliability F Turrior MCP 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
35701
kamegoro
frameshot Claim
Enables AI agents to render and screenshot isolated UI components instantly acr…
 — ○ ⏳ — N/A N/A — — —
35702
AlvisoOculus
Equity comp tax/trade optimizer: ISO/AMT exercise, NSO, RSU, QSBS, concentratio…
 — ○ ⏳ — — — — — —
35703
Lunar-Software-Solution
Provides complete QuickBooks Online API integration for Claude Code and other M…
 — ○ ⏳ — — — — — —
35704
affteamgit
Wraps bitcoincasinokings.com APIs to enable natural language queries for casino…
 — ○ ⏳ — — — — — —
35705
souhailmerroun-recyclebin
mcp-browser Claim
Exposes Playwright browser automation as MCP tools, enabling AI assistants to c…
 — ○ ⏳ — N/A N/A — — —
35706
akiojin
Unity MCP Server enables LLM-based clients to automate the Unity Editor, includ…
 — ○ ⏳ — N/A N/A — — —
35707
mnardit
agent-recall Claim
Enables persistent memory for AI coding agents, allowing them to remember peopl…
 — ○ ⏳ — N/A N/A — — —
35708
mushroomfk
Provides local desktop agents with durable project memory and safety gates for …
 — ○ ⏳ — N/A N/A — — —
35709
rijul170
Brings the full AlertLogic MDR platform into AI assistants, exposing 473+ tools…
 — ○ ⏳ — — — — — —
35710
synonymouse
Enables indexing and semantic search of software project files via MCP, with au…
 — ○ ⏳ — N/A N/A — — —
35711
ralfboltshauser
Enables users to research, quote, apply, and bind pet insurance through natural…
 — ○ ⏳ — — — — — —
35712
romanpert
MCP server for the Spanish AEMPS CIMA pharmaceutical registry (20,000+ authoris…
 — ○ ⏳ — N/A N/A — — —
35713
websfactory
Searches for children's programs at public facilities like libraries and cultur…
 — ○ ⏳ — — — — — —
35714
saidmukhamad
serve-mcp Claim
A local MCP-controlled artifact shelf for agents to publish generated content w…
 — ○ ⏳ — N/A N/A — — —
35715
alexbouchez
MCP server for Batch.com's Customer Engagement and Mobile Engagement APIs, enab…
 — ○ ⏳ — — — — — —
35716
TeamNullVoid
Mnemosyne Claim
Mnemosyne is an MCP server that gives AI assistants deep visibility into Kubern…
 — ○ ⏳ — N/A N/A — — —
35717
jegly
Box Claim
Private on-device AI suite for Android. Fork of Google AI Edge Gallery with lla…
 — ○ ⏳ — N/A N/A — — —
35718
capitalthought
Pet travel docs + border readiness. Keyless: look up entry rules + sign up. Key…
 — ○ ⏳ — — — — — —
35719
CyberT33N
Enables bounded local filesystem inspection, comparison, and mutation with sear…
 — ○ ⏳ — N/A N/A — — —
35720
alyiox
ClickHouse Claim
Read-only MCP server for ClickHouse metadata, parameterized queries, and plan a…
 — ○ ⏳ — N/A N/A — — —
35721
NikiforovAll
Remote MCP server for Hangfire that exposes background jobs as dynamic MCP tool…
 — ○ ⏳ — — — — — —
35722
ronykris
MCP server that provides zkApp transaction information from the Mina blockchain…
 — ○ ⏳ — — — — — —
35723
liubinmaster
ctx-gen-mcp Claim
Generates progressive-disclosure code context documentation (L0/L1/L2/L3) for l…
 — ○ ⏳ — N/A N/A — — —
35724
oborseth
Exposes the Porkbun v3 API as MCP tools for AI agents to manage domains, DNS, S…
 — ○ ⏳ — — — — — —
35725
wangyuxin0707
MCP server for deterministic Vivado FPGA automation including project scaffoldi…
 — ○ ⏳ — N/A N/A — — —
35726
johnymontana
An MCP server that enables exporting Excalidraw .excalidraw files to PNG or SVG…
 — ○ ⏳ — N/A N/A — — —
35727
minhtzy
Automates task delivery by providing tools for running delivery workflows, crea…
 — ○ ⏳ — N/A N/A — — —
35728
vorobjewsen30-max
Enables Claude Code to control Ansys engineering simulations (CFD, FEA, meshing…
 — ○ ⏳ — — — — — —
35729
narcissux
Enables dynamic SSH connection to servers for real-time JVM diagnostics using A…
 — ○ ⏳ — — — — — —
35730
mavrkofficial
tydro-mcp Claim
MCP server for the Tydro lending protocol on Ink blockchain, enabling AI agents…
 — ○ ⏳ — N/A N/A — — —
35731
namixai
signer-mcp Claim
Keyless CEX/DEX signing for AI trading agents (Binance, OKX, Bybit, KuCoin, Hyp…
 — ○ ⏳ — — — — — —
35732
anitaguptaoffice
pob-mcp Claim
MCP server for Path of Building that enables querying and managing PoB builds a…
 — ○ ⏳ — — — — — —
35733
priestjim
Enables LLMs to interact with PixInsight's image processing capabilities throug…
 — ○ ⏳ — N/A N/A — — —
35734
directus
Enables Directus users to interact with their data in LLMs, allowing content ed…
 — ○ ⏳ — — — — — —
35735
igormidev
A Model Context Protocol (MCP) server that provides web scraping capabilities u…
 — ○ ⏳ — N/A N/A — — —
35736
alfianyusufabdullah
A local MCP server that gives AI agents live access to open Figma files for des…
 — ○ ⏳ — — — — — —
35737
ArtiPyHeart
A local MCP server that lets LLM agents read EPUB books and PDF documents with …
 — ○ ⏳ — N/A N/A — — —
35738
yedla26
MCP server that connects Claude Desktop to an Oracle Fusion Cloud instance. It …
 — ○ ⏳ — N/A N/A — — —
35739
qneville
MCP-Gateway Claim
A simple gateway that connects to multiple child MCP servers and forwards tool …
 — ○ ⏳ — N/A N/A — — —
35740
ymgeva
kanka-mcp Claim
Enables AI assistants to manage Kanka worldbuilding campaigns, characters, loca…
 — ○ ⏳ — — — — — —
35741
tiflux
MCP server for TiFlux that enables ticket, stage, communication, time tracking,…
 — ○ ⏳ — — — — — —
35742
mcpwright
fred-mcp Claim
Enables AI agents to search and retrieve FRED economic time series, including v…
 — ○ ⏳ — N/A N/A — — —
35743
synthaicode
XRefKit MCP Claim
Read-only MCP server that serves inactive definitions from XRefKit repositories…
 — ○ ⏳ — — — — — —
35744
andreehultgren
Provides tools for semantic search, CRUD, verification, and reindexing of docum…
 — ○ ⏳ — N/A N/A — — —
35745
Palanx
An MCP server that exposes a fully offline RAG library of books (PDFs, EPUBs, m…
 — ○ ⏳ — N/A N/A — — —
35746
matematicsolutions
ro-eli-mcp Claim
This MCP server enables searching and retrieving Romanian legislation from the …
 — ○ ⏳ — — — — — —
35747
filhocf
Enables AI assistants and development tools to interact with ServiceNow instanc…
 — ○ ⏳ — — — — — —
35748
huakexie
x-mcp-lite Claim
Read-only Twitter API server with bookmark and like management, plus anti-rate-…
 — ○ ⏳ — N/A N/A — — —
35749
dongwook-chan
rtms-mcp Claim
Queries Korean apartment sale transaction data (RTMS) by region code and contra…
 — ○ ⏳ — — — — — —
35750
alex-jordan547
RenForge MCP Claim
An MCP server for Ren'Py project tooling that enables AI agents to inspect game…
 — ○ ⏳ — N/A N/A — — —
Showing 35701–35750 of 64636 servers
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