MCP Server Quality Scores

Independent quality analysis of 69400 public MCP servers

69400
Discovered
→
34005
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 58 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39201
Elad-Health
Enables read-only interaction with Azure DevOps Server (on-premises) including …
— ○ ⏳ — N/A N/A — — —
39202
geekjourneyx
📝 md2wechat MCP Server | 让 Claude Code & AI Agent 一键排版发布到微信公众号
— ○ ⏳ — N/A N/A — — —
39203
CourtimusPrime
gopher Claim
Lead intelligence layer for AI agents. Discover and enrich B2B prospects from n…
— ○ ⏳ — N/A N/A — — —
39204
colossal-api
subradar Claim
— ○ ⏳ — — — — 81 —
39205
yeominsoo
NVIDIA MCP Claim
Provides tools for NVIDIA NIM and Visual GenAI APIs, enabling chat completions,…
— ○ ⏳ — N/A N/A — — —
39206
TOPY-AI-LTD
Founders' AI CPO: product review, feedback triage, decision log, honest A/B tes…
— ○ ⏳ — — — — — —
39207
Cymosoft
Cymosoft Claim
Cymosoft JSC profile and case studies (EN/JA) plus Japanese text utilities (文字数…
— ○ ⏳ — — — — — —
39208
daviiferrer
Exposes the catalog of Supermercados Kawakami (Paraguaçu Paulista/SP) as tools …
— ○ ⏳ — — — — — —
39209
robertredbox
Empowers users to search and analyze mobile apps via the AppTweak API, providin…
— ○ ⏳ — N/A N/A — 95 —
39210
geraservicesuk
mcp-gerasure Claim
Microinsurance: get quotes, buy policies, file claims, manage coverage. 50+ cou…
— ○ ⏳ — N/A N/A — 95 —
39211
fundfluent-admin
Access a comprehensive suite of tools and resources to help startups and small …
— ○ ⏳ — N/A N/A — 95 —
39212
kannandreams
A minimal, extensible MCP server to run dbt models via CLI, HTTP API, or AI int…
— ○ ⏳ — N/A N/A — — —
39213
StructureIntelligence
SettleMesh Claim
Deploy and monetize agent-built apps from one MCP. Ship a full-stack app (login…
— ○ ⏳ — — — — — —
39214
abhishekmishra06
A beginner-friendly MCP server built in plain Node.js/JavaScript that exposes f…
— ○ ⏳ — N/A N/A — — —
39215
BradBissell
A Weaviate-backed MCP server that gives Claude Code agents semantic search over…
— ○ ⏳ — N/A N/A — — —
39216
norika1207-lab
mercury-mcp Claim
Cross-architecture LLM internal observation database (23 models, 13 architectur…
— ○ ⏳ — N/A N/A — — —
39217
A0Nexus-bit
Crypto (BTC/ETH) + ERCOT electricity data & forecasts as MCP tools. Pay-per-cal…
— ○ ⏳ — N/A N/A — — —
39218 — ○ ⏳ — N/A N/A — 95 —
39219
xenarch
xenarch-mcp Claim 1
MCP server for USDC micropayments on Base. Pay for x402-gated content, APIs, or…
— ○ ⏳ — — — — 81 —
39220
ferinator
BullRun Claim
Stock screening, company financials, ETF search, and personal portfolio analysi…
— ○ ⏳ — — — — — —
39221
fritsferdiansyah38-EOS
simba-mcp Claim
Connects AI assistants to marketing mix models, enabling natural language data …
— ○ ⏳ — N/A N/A — — —
39222
daniel3303
MCP Manager Claim
Self-hosted MCP proxy and aggregation platform. Register multiple upstream MCP …
— ○ ⏳ — — — — — —
39223
Refinanceflows
Enterprise MCP Skill Hub is a locally runnable reference implementation of a go…
— ○ ⏳ — N/A N/A — — —
39224
jaenster
Build MCP servers inside NestJS applications using ordinary controllers with de…
— ○ ⏳ — — — — — —
39225
jalaj-pandey
Enables managing GitHub repositories, files, and user information through MCP, …
— ○ ⏳ — — — — — —
39226
TimeProofLabs
TruthSpine Claim
Every AI chat starts already knowing your project. Needs the TruthSpine app: tr…
— ○ ⏳ — N/A N/A — — —
39227
MakiDevelop
Enables AI agents to monitor and debug browser runtime errors, console logs, an…
— ○ ⏳ — N/A N/A — — —
39228
AnujF1005
A Windows MCP server that enables AI agents to capture screenshots of open wind…
— ○ ⏳ — — — — — —
39229
cheeweijie
mcp-server Claim
Drive Instavar Studio video jobs (create, render, approve, publish, metrics) wi…
— ○ ⏳ — N/A N/A — — —
39230
shndo1337
MCP server that turns Wildberries marketplace into a toolkit for LLM agents, en…
— ○ ⏳ — — — — — —
39231
rabwill
substack-mcp Claim
Remote MCP server that provides tools to read a Substack user's notes and recen…
— ○ ⏳ — — — — — —
39232
pixfaro
mcp Claim
Generate images with any major model — one API key, one prepaid balance, one MC…
— ○ ⏳ — — — — — —
39233
retospect
sortie-mcp Claim
Campaign orchestration MCP server for AI agents — dependency DAGs, parallel fan…
— ○ ⏳ — — — — — —
39234
bfeeny
Enables Claude to read, write, search, and manage Apple Notes on macOS via Appl…
— ○ ⏳ — N/A N/A — — —
39235
weikio
Provides AI-assisted guidance for the Weik.io integration platform, enabling pl…
— ○ ⏳ — — — — — —
39236
Jarvis-27
Query PostgreSQL databases in plain English — LLM-generated, safety-validated S…
— ○ ⏳ — — — — — —
39237
KooshaPari
dispatch-mcp Claim
MCP server for tier-based dispatch delegation via OmniRoute, enabling message d…
— ○ ⏳ — — — — — —
39238
luckinbyte
gdbmcp Claim
Attaches to a running C++ process and exposes tools to inspect live memory via …
— ○ ⏳ — N/A N/A — — —
39239
AdsTurbo
Local-only MCP server and CLI for AI video ad briefs, UGC scripts, storyboards,…
— ○ ⏳ — N/A N/A — — —
39240
neekmode
DRIFT-MCP Claim
Next.js-based MCP server using mcp-handler for Vercel deployment, supporting SS…
— ○ ⏳ — — — — — —
39241
swimmwatch
Playwright MCP-compatible browser automation using CloakBrowser Chromium, avail…
— ○ ⏳ — N/A N/A — — —
39242
DIYA73
Real-time context budget tracking for AI coding agents with token counting, loo…
— ○ ⏳ — N/A N/A — — —
39243
vinkius-labs
Enables autonomous agents to segment audiences, manage subscribers, and trigger…
— ○ ⏳ — — — — — —
39244
WriftAI
test Claim
This is a testing server up for WriftAI.
— ○ ⏳ — — — — 81 —
39245
stphtt
Chatty MCP Claim
Provides voice summaries after each AI request in Cursor, Cline, or any MCP-sup…
— ○ ⏳ — N/A N/A — — —
39246
CSOAI-ORG
EU AI Act Article 50 watermarking + C2PA 2.1 compliance. NEW: 2 December 2026 d…
— ○ ⏳ — N/A N/A — — —
39247
mbe24
yokozuna-mcp Claim
An MCP server that gives coding agents programmatic access to Sumo Logic logs v…
— ○ ⏳ — N/A N/A — — —
39248
simplemindedbot
mnemex Claim
Temporal memory for AI with decay and reinforcement. Two-layer storage (JSONL +…
— ○ ⏳ — N/A N/A — 95 —
39249
hkxiaoyao
Enables AI models to perform static taint analysis on Python code, detecting se…
— ○ ⏳ — N/A N/A — — —
39250
heitor-am
MCP server that provides semantic search, graph query, and keyword search tools…
— ○ ⏳ — — — — — —
Showing 39201–39250 of 69400 servers
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