MCP Server Quality Scores

Independent quality analysis of 69448 public MCP servers

69448
Discovered
→
34084
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 39 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36251
cristianaboitiz-eng
Unified MCP server for Argentine legal sources, enabling access to 11 databases…
— ○ ⏳ — N/A N/A — — —
36252
felixboehm
A unified HTTP/HTTPS service that exposes Model Context Protocol (MCP) function…
— ○ ⏳ — — — — 81 —
36253
trac3r00
Wraps any existing MCP server to reduce tool-description token usage by exposin…
— ○ ⏳ — — — — — —
36254
yawaragi-dev
Enables querying Japanese sake data (prefectures, sakes, flavors, rankings) via…
— ○ ⏳ — — — — — —
36255
OITApps
A Model Context Protocol (MCP) server that provides AI agents with seamless acc…
— ○ ⏳ — — — — — —
36256
xcvdrew8
adad11 Claim
— ○ ⏳ — N/A N/A — 95 —
36257
AndritHashani
Exposes RE-Butler knowledge and validation tools for hybrid semantic search, re…
— ○ ⏳ — — — — — —
36258
beznazwiska
Pixel-perfect HTML/CSS to PNG/JPG/WebP for AI agents — inline image or 24h host…
— ○ ⏳ — N/A N/A — — —
36259
Rexcraig
AgentRamp Claim
Auto-generate a hosted MCP server from any SaaS product URL in minutes. No code…
— ○ ⏳ — — — — — —
36260
heroku
An MCP server for securely executing Python code, supporting STDIO, Streamable …
— ○ ⏳ — — — — — —
36261
FAR Oracle Claim 1
Search Federal Acquisition Regulations (FAR) for government contracting.
— ○ — N/A N/A — 81 —
36262
CSOAI-ORG
CHAS / SafeContractor / Constructionline pre-qualification preparation. Health …
— ○ ⏳ — N/A N/A — 81 —
36263
OrellBuehler
MCP server for TestFlight and App Store Connect that exposes the App Store Conn…
— ○ ⏳ — — — — — —
36264
superZavier
ContextGC Claim
基于AST解析的上下文智能压缩MCP服务器,通过提取代码骨架和按需展开函数,节省70-90% token,并支持渐进式上下文加载。
— ○ ⏳ — N/A N/A — — —
36265
coin-seeker
Drives the real Claude Design web app from your editor or agent, enabling creat…
— ○ ⏳ — N/A N/A — — —
36266
SocialGOcompany
Enables AI assistants to search the SocialGO SMM platform catalog and place soc…
— ○ ⏳ — — — — — —
36267
mogharsallah
Turjuman Claim
Open-source, self-hosted translation management system with an MCP server that …
— ○ ⏳ — — — — — —
36268
consigcody94
Enables creation and manipulation of Microsoft Office files (Excel, Word, Power…
— ○ ⏳ — N/A N/A — 95 —
36269
yukikazechan
A Cloudflare Worker that implements an MCP server for searching and retrieving …
— ○ ⏳ — N/A N/A — 95 —
36270
ragalgo
ragalgo-v2 Claim
Get scored, end-of-day insights for Korean stocks and crypto to cut noise and i…
— ○ ⏳ — N/A N/A — 95 —
36271
usr-bin-roygbiv
Applystead Claim
Search open jobs from employers' own career sites: roles, companies and posting…
— ○ ⏳ — — — — — —
36272
bissuh
Brazilian investment-fund analytics for AI clients via the Model Context Protoc…
— ○ ⏳ — — — — — —
36273
HUANGcvs
A local MCP server for AI image generation using ComfyUI, Claude Code, and Open…
— ○ ⏳ — N/A N/A — — —
36274
ericchen1972
SlimWeb-MCP Claim
Enables AI clients to manage SlimWeb/Webless e-commerce backend operations such…
— ○ ⏳ — — — — 81 —
36275
gregorizeidler
Enables natural language queries for Porto Alegre's public transport system, in…
— ○ ⏳ — N/A N/A — — —
36276
OptimaiNetwork
Enables Web3-focused web searches via the OptimAI External Search API, providin…
— ○ ⏳ — — — — — —
36277
ForeverTools
23 API tools for Claude Code — email, DNS, SSL, NLP, scraping. Free tier includ…
— ○ ⏳ — N/A N/A — — —
36278
daleweaver1981
50 AI prompts for real estate listing agents — CMA, MLS, buyer presentations
— ○ ⏳ — N/A N/A — — —
36279
thadeu
trello-mcp Claim
Enables interaction with Trello boards, lists, and cards through MCP-compatible…
— ○ ⏳ — — — — — —
36280
coregentdevspace
Read-only SQL Server Analyst MCP — safe schema, stored procedure, and performan…
— ○ ⏳ — N/A N/A — 75 —
36281
universal-mcp
Provides a standardized interface for interacting with OpenAI's tools and servi…
— ○ ⏳ — — — — — —
36282
Chia1104
Exposes TypeScript language service tools (completions, go-to-definition, type …
— ○ ⏳ — N/A N/A — — —
36283
kd444
Enables secure read-only interactions with PostgreSQL databases through natural…
— ○ ⏳ — — — — 81 —
36284
norhther
Delta-MCP Claim
Token-efficient MCP reimplementation with progressive tool discovery, result ha…
— ○ ⏳ — — — — 81 —
36285
shigechika
gwsadm-mcp Claim
Google Workspace security-audit MCP server — read-only visibility into account …
— ○ ⏳ — — — — — —
36286
rifaterdemsahin
mcp_poc Claim
A PDF-to-Markdown converter built with the Model-View-Controller (MVC) pattern …
— ○ ⏳ — N/A N/A — — —
36287
byimprint
intelligence Claim
Agent-callable creator intelligence: 952+ scored YouTube creators across 180 ni…
— ○ ⏳ — — — — — —
36288
aself101
Enables creation of secure-by-default MCP servers with 5-layer validation to pr…
— ○ ⏳ — — — — — —
36289
kaichen
Enables text-to-speech generation using the Groq API, supporting multiple audio…
— ○ ⏳ — — — — — —
36290
punithkrishnakeepudi
Webots MCP Claim
Bridges AI agents with Webots robotics simulation, enabling natural language co…
— ○ ⏳ — N/A N/A — — —
36291
Casius999
decroche-mcp Claim
Deterministic MCP server for job-landing pipeline that parses CVs into validate…
— ○ ⏳ — N/A N/A — — —
36292
idealo
Search products, compare prices and discover deals across 6 European markets wi…
— ○ ⏳ — — — — — —
36293
jason-bourne-gg
Exposes Aniket Charjan's resume as a queryable API for AI assistants, implement…
— ○ ⏳ — N/A N/A — — —
36294
H2ejctu
Czech audiobook catalog MCP server. Search 12 000+ titles + compare prices acro…
— ○ ⏳ — — — — — —
36295
buildsyncinc
gibs-mcp Claim
Regulatory compliance (AI Act, GDPR, DORA) with article-level citations
— ○ ⏳ — — — — 81 —
36296
CandleFeed Claim 1
Rebuild Binance USD-M order book days for spread and depth; candles, funding, O…
— ○ — N/A N/A — 69 —
36297
kentcdodds
Enables running a remote MCP server on Cloudflare Workers with OAuth login, all…
— ○ ⏳ — — — — — —
36298
flyfish-dev
File AI Claim
A read-only MCP server that provides document awareness for agents by parsing l…
— ○ ⏳ — N/A N/A — — —
36299
CSOAI-ORG
schema-validator-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
36300
namixai
signer-mcp Claim
Keyless CEX/DEX signing for AI trading agents (Binance, OKX, Bybit, KuCoin, Hyp…
— ○ ⏳ — — — — — —
Showing 36251–36300 of 69448 servers
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