MCP Server Quality Scores

Independent quality analysis of 69224 public MCP servers

69224
Discovered
→
33895
Scored
→
2112
Verified
→
16953
Complete

Last updated 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49301
eusef
A Model Context Protocol server that gives AI coding agents programmatic access…
— ○ ⏳ — — — — — —
49302
tinkeriotops
Bridges the Model Context Protocol (MCP) with ESP32 devices running Tasmota fir…
— ○ ⏳ — N/A N/A — — —
49303
cognis-digital
biascope Claim
MCP server for scanning AI systems and code for demographic, occupational, and …
— ○ ⏳ — N/A N/A — — —
49304
bmya
Provides tools to interact with Odoo 19's External JSON-2 API, enabling CRUD op…
— ○ ⏳ — — — — — —
49305
happybigmtn
Enables querying Base Network blockchain data including blocks, transactions, b…
— ○ ⏳ — N/A N/A — — —
49306
qiliang517
搜索金蝶开发者社区知识库的 MCP 服务器,支持根据关键字检索并返回结果表格。
— ○ ⏳ — — — — — —
49307
KarimTarekDev
Provides access to 120+ Facebook Graph API v23.0 Insights metrics through MCP t…
— ○ ⏳ — — — — 81 —
49308
767560479
mdm-mcp Claim
Provides 12 MCP tools to directly interact with DEM MDM backend API, enabling C…
— ○ ⏳ — — — — — —
49309
tillkolter
Guck is a tiny, MCP-first telemetry store for agentic debugging. It provides to…
— ○ ⏳ — N/A N/A — — —
49310
memosr
base-gas-mcp Claim
Enables agents to fetch live Base mainnet gas prices by paying $0.001 USDC per …
— ○ ⏳ — — — — — —
49311
eonik-ai
eonik Claim
Every size of a brand's ad, on-brand, checked and delivered, made in the eonik …
— ○ ⏳ — N/A N/A — — —
49312
AIckathon-2025-08
Monitors electricity outage schedules in Ukraine's Dnipropetrovsk region, enabl…
— ○ ⏳ — N/A N/A — — —
49313
CobraChickenAI
ideahub_mcp Claim
An MCP server for capturing and recalling ideas, designed for both agents and h…
— ○ ⏳ — N/A N/A — — —
49314
@joeleesuh
mcp-simple-server ⚡ Claim
— ○ ⏳ — N/A N/A — 95 —
49315
RFNOACH
Enables asking questions in plain English about 61,765 customer-support tickets…
— ○ ⏳ — N/A N/A — — —
49316
gregpriday
A stdio MCP server that provides a single tool to query Gemini with Google Sear…
— ○ ⏳ — — — — — —
49317
JasonBates
An MCP server that lets you switch between different MCP configuration profiles…
— ○ ⏳ — N/A N/A — — —
49318
selvin-paul-raj
Fully featured MCP server that provides automation tools for LinkedIn, supporti…
— ○ ⏳ — N/A N/A — — —
49319
jnjaeschke
rr-mcp Claim
MCP server for orchestrating multi-process rr debugging sessions with reverse e…
— ○ ⏳ — N/A N/A — — —
49320
dvc890
Deployable remote MCP server on Cloudflare Workers without authentication, enab…
— ○ ⏳ — N/A N/A — — —
49321
AbhiGupta1310
An autonomous code-reasoning agent that parses repositories using tree-sitter, …
— ○ ⏳ — N/A N/A — — —
49322
TestKAi005
Official MCP server for Feishu/Lark OpenAPI, enabling AI assistants to interact…
— ○ ⏳ — N/A N/A — — —
49323
tuanknguyen
Enables interacting with Amazon Redshift databases through SQL queries, schema …
— ○ ⏳ — — — — — —
49324
jspv
msgraph-mcp Claim
MCP server providing AI assistants with full access to Microsoft Outlook email …
— ○ ⏳ — N/A N/A — — —
49325
TarcisioPhilips
A proof-of-concept MCP server for AI assistant note-taking, enabling adding not…
— ○ ⏳ — N/A N/A — — —
49326
ideaCompany
MCP server for TikTak time tracking and invoicing API, enabling AI assistants t…
— ○ ⏳ — — — — — —
49327
chrischall
Enables search and retrieval of travel data from TripAdvisor, including hotels,…
— ○ ⏳ — — — — — —
49328
Ansvar-Systems
Provides access to 1,709 Icelandic statutes and 19,026 provisions with full-tex…
— ○ ⏳ — — — — — —
49329
andreeagheorghe
rag-server Claim
Local MCP server that provides a search_documents tool to query a RAG pipeline …
— ○ ⏳ — N/A N/A — — —
49330
vynn-mcp Claim 1
Self-improving AI workflows with backtesting, prompt optimization, and scheduli…
— ○ — N/A N/A — 81 —
49331
nickpanagios
Construction takeoff and estimating for AI agents. Measure a drawing PDF, expor…
— ○ ⏳ — — — — — —
49332
pipeworx-io
Enables access to live theme park wait times, schedules, and attraction data fr…
— ○ ⏳ — — — — — —
49333
JoeyBe1
mcp-augment Claim
Adds safety hooks to AI coding tools by providing enforced proxy tools (safe_wr…
— ○ ⏳ — N/A N/A — — —
49334
souldriver007
Provides Claude Desktop with persistent, structured memory and semantic search …
— ○ ⏳ — N/A N/A — — —
49335
rayss868
An agent gateway that aggregates multiple local MCP servers into a single MCP e…
— ○ ⏳ — — — — — —
49336
MangoByteLabs
LiLBrain Claim
Instant codebase knowledge graph MCP server. It auto-detects languages, indexes…
— ○ ⏳ — N/A N/A — — —
49337
lazymac2x
domain-intel Claim
Cloudflare Workers MCP server: domain-intel
— ○ ⏳ — — — — — —
49338
clipkit-video
clipkit Claim
MCP server for Clipkit — gives AI agents a video toolbox via the Clipkit schema.
— ○ ⏳ — — — — — —
49339
teaguesterling
Fledgling Claim
Provides MCP tools that help AI agents get their bearings in a codebase with un…
— ○ ⏳ — N/A N/A — — —
49340
NobufumiMurata
Connects VS Code Copilot to Telegram for mobile notifications, interactive appr…
— ○ ⏳ — N/A N/A — 95 —
49341
soulxyz
BrowserPilot Claim
Enables AI to control browsers via natural language for web automation, testing…
— ○ ⏳ — N/A N/A — — —
49342
LangGPT
ohmytoken Claim
Provides real-time token pricing for AI models, model comparison, cost calculat…
— ○ ⏳ — N/A N/A — — —
49343
fibonex
AI-powered Fibonacci grid trading signals for crypto. Get real-time BULLISH/BEA…
— ○ ⏳ — — — — 81 —
49344
Heretek-RE
re-lief Claim
MCP server exposing LIEF for cross-format binary analysis, enabling parsing, se…
— ○ ⏳ — N/A N/A — — —
49345
AiAgentKarl
MCP Server for global weather, forecasts, air quality, and climate data using O…
— ○ ⏳ — — — — — —
49346
oddlyspaced
Enables LLMs to control and manage Android devices via ADB, including app insta…
— ○ ⏳ — N/A N/A — — —
49347
Parc-Dev
Break down complex problems into clear, actionable steps. Adapt on the fly by i…
— ○ ⏳ — N/A N/A — 95 —
49348
philpof102-svg
toshi-mcp Claim
Enables a side-panel companion that watches your coding session and provides co…
— ○ ⏳ — N/A N/A — — —
49349
LLL-404
A MCP server that enables AI assistants to control Android devices via ADB, sup…
— ○ ⏳ — N/A N/A — — —
49350
YokiiDesu
A marketplace of 13 specialist AI agents for coding assistants, offering tools …
— ○ ⏳ — N/A N/A — — —
Showing 49301–49350 of 69224 servers
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