MCP Server Quality Scores

Independent quality analysis of 69111 public MCP servers

69111
Discovered
→
33827
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57051
egnyte
Official Egnyte MCP Server for AI integration with document search, analysis, a…
— ○ ⏳ — N/A N/A — 95 —
57052
PostOakLabs
476 MCP tools across 557 fintech tools: ChainGraph AP2 decisions, execution_has…
— ○ ⏳ — — — — — —
57053
nexus-financial Claim 1
Crypto signals, Kalshi prediction markets, wallet AML. x402 USDC on Base.
— ○ — N/A N/A — 81 —
57054
jiayunlimailutorontoca
An MCP server that provides read-only snapshots and change detection for Xiaomi…
— ○ ⏳ — — — — — —
57055
RayNCooper
Unofficial read-only client for the mein-aldi.de (ALDI Süd) grocery-delivery ca…
— ○ ⏳ — N/A N/A — — —
57056
jais2402
MCP server for Everhour time tracking with first-class Asana integration, enabl…
— ○ ⏳ — — — — — —
57057
VasileiosTs
agribrain Claim
Enables AI assistants to access free, open agronomic data for field briefings, …
— ○ ⏳ — — — — — —
57058
abhalani648
Hosted MCP server that bridges Claude.ai with one or more WordPress sites.
— ○ ⏳ — — — — — —
57059
Caplia-Tech
Caplia Claim
MCP server for VC pitch-deck scoring, thesis-fit matching, and deal-flow manage…
— ○ ⏳ — — — — — —
57060
AutomateLab-tech
Per-URL SEO verdicts from GSC, GA4, Matomo, Clarity, AI citations: refresh/expa…
— ○ ⏳ — N/A N/A — — —
57061
lestroos
bear-mcp Claim
Enables AI assistants to read and write Bear notes using SQLite for queries and…
— ○ ⏳ — N/A N/A — — —
57062
sebastienrousseau
Model Context Protocol server exposing the bankstatementparser library as first…
— ○ ⏳ — — — — — —
57063
hanhy06
MCP server for searching, browsing, and analyzing decompiled Minecraft source c…
— ○ ⏳ — N/A N/A — — —
57064
Alby2007
PLTM-Claude Claim
An MCP server that gives Claude Desktop persistent memory, self-awareness, epis…
— ○ ⏳ — N/A N/A — — —
57065
chinahamu
A local-first MCP server and toolkit for Japanese healthcare reference data, en…
— ○ ⏳ — N/A N/A — — —
57066
ChenLongbetterapp
A local bridge that lets MCP clients inspect, export, and modify Figma files th…
— ○ ⏳ — N/A N/A — — —
57067
quadratik
Quadratik.AI Claim
The B2B data architecture for high‑growth teams. Leverage 100B+ validated globa…
— ○ ⏳ — — — — 81 —
57068
yubinkim444
Three MCP tools for ad-free Markdown web scraping and search. `fetch_page` (URL…
— ○ ⏳ — — — — — —
57069
caselegis
Enables searching, retrieving, and checking citation status of California legal…
— ○ ⏳ — — — — — —
57070
johnneerdael
netskope-mcp Claim
An MCP to give access to all Netskope Private Access components within a Netsko…
— ○ ⏳ — — — — 81 —
57071
Tango86
MCP server for querying Lido liquid staking protocol data via The Graph's decen…
— ○ ⏳ — — — — — —
57072
GENESISRE
Read-only ProofRelay MCP verifier for non-confidential evidence bundles. Expose…
— ○ ⏳ — — — — — —
57073
MCP server for Appium mobile automation on iOS and Android devices with test cr…
— ○ — N/A N/A — 81 —
57074
NicholasJacob1990
SEI-MCP Claim
Enables automation of the SEI! (Sistema Eletrônico de Informações) system via C…
— ○ ⏳ — N/A N/A — — —
57075
cristoferlabs
An MCP server that bridges Claude with AutoCAD, enabling to generate architectu…
— ○ ⏳ — — — — — —
57076
Kalyan-Deva
Engram Claim
A local-first memory MCP server that enables storing, searching, and managing p…
— ○ ⏳ — N/A N/A — — —
57077
humanjudge
HumanJudge Claim
Human-evaluation infrastructure for AI quality. 25,000+ blind human reviews by …
— ○ ⏳ — — — — — —
57078
kmdesle
Synchronex Claim
Connect any AI agent to your Synchronex workspace — portable memory, decisions,…
— ○ ⏳ — N/A N/A — — —
57079
Friedemann12
paper-mcp Claim
A local MCP server for searching and reading arXiv papers, enabling paper searc…
— ○ ⏳ — N/A N/A — — —
57080
olaoluwagureje1
Enables chatting with PostgreSQL databases via MCP tools, with GitHub OAuth aut…
— ○ ⏳ — N/A N/A — — —
57081
Thethirdone3
A demonstration MCP server that exposes a mock merchant catalog with tools for …
— ○ ⏳ — N/A N/A — — —
57082
prowptai
Enables AI agents to create, edit, and publish web apps on Prowpt.ai through pr…
— ○ ⏳ — — — — — —
57083
leocaogit
An MCP server that connects to SAP ERP systems via RFC to perform native ABAP s…
— ○ ⏳ — N/A N/A — — —
57084
Phemassa
copamind-mcp Claim
Enables interaction with the CopaMind platform via MCP, exposing read-only and …
— ○ ⏳ — N/A N/A — — —
57085
miharu8686
An MCP server that enables code review by having two LLMs (Claude and GPT-4o) i…
— ○ ⏳ — N/A N/A — — —
57086
mcpland
testing-mcp Claim
Enables AI assistants to write and debug integration tests by providing live ac…
— ○ ⏳ — N/A N/A — — —
57087
Apitomy
An MCP server that wraps the @apitomy/data-models library for querying, validat…
— ○ ⏳ — N/A N/A — — —
57088
matheusfillipe
ircv3-mcp Claim
An IRCv3 MCP server that enables agents to act as a mini IRC client: read chann…
— ○ ⏳ — — — — — —
57089
Prometheus-AGS
MCP server that provides tools to add to, search, and manage a wiki knowledge b…
— ○ ⏳ — N/A N/A — — —
57090
berlinbra
A Model Context Protocol (MCP) server that provides access to global news artic…
— ○ ⏳ — — — — — —
57091
sidart10
Connects AI assistants to Submagic's video editing API for creating viral short…
— ○ ⏳ — — — — — —
57092
NautilusOSS
Enables cross-chain bridging between Voi and Algorand networks, providing asset…
— ○ ⏳ — N/A N/A — — —
57093
gvnrdev
Gvnr Claim
Budget & cost control for AI agents — per-agent spend caps + rate limits before…
— ○ ⏳ — — — — — —
57094
lovelyXiaoQi
An MCP server that captures and analyzes function-level profiling data from Net…
— ○ ⏳ — N/A N/A — — —
57095
joshlijo
Provides a suite of tools for searching movies, checking showtimes, and managin…
— ○ ⏳ — — — — 81 —
57096
dqxorg
Enables AI assistants to read and write ArchiMate models stored in CoArchi XML …
— ○ ⏳ — N/A N/A — — —
57097
SystemCraftsman
Command Line Interface for the Strimzi Kafka Operator
— ○ ⏳ — N/A N/A — — —
57098
Evan-Kim2028
preset-mcp Claim
MCP server for Preset (managed Apache Superset). Manage dashboards, charts, and…
— ○ ⏳ — — — — — —
57099
aykansal
Enables generating presentations, creating from templates, and managing Gamma r…
— ○ ⏳ — — — — — —
57100
AmericasSuretyBonds
surety-bonds Claim
Surety Bond Encyclopedia: search 6,900+ U.S. surety bond requirements, all 50 s…
— ○ ⏳ — — — — — —
Showing 57051–57100 of 69111 servers