MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

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66518
Discovered
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31834
Scored
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2112
Verified
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16953
Complete
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Last updated 2 hours, 14 minutes ago

Grade Distribution

Score Distribution

Newly Added

FindAgent F VixAI Connect F northlit F Cavyro F Automated Video App F

Biggest Gainers

StockLens +58 MemoryPlugin +46 Teppek +46

Biggest Drops

Scrub MCP -47 scry — agent conduct meter, vow oracle, and the agent town -38 pdf-generator -34
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
47251
ikerrrrrrrrrrr
Enables Claude to transcribe Bilibili videos, search by intent, and analyze loc…
 — ○ ⏳ — N/A N/A — — —
47252
srinayani-m
MCP server providing tools to query live scores, schedules, standings, and game…
 — ○ ⏳ — N/A N/A — — —
47253
BoltyBolterson
Provides AI agents with real-time, structured data feeds including news, trends…
 — ○ ⏳ — — — — — —
47254
helbertparanhos
Post for Me MCP server with 27 typed tools to publish, schedule, edit, delete a…
 — ○ ⏳ — — — — — —
47255
Priyansiuu
A Python template for creating MCP servers with embedded documentation, featuri…
 — ○ ⏳ — — — — — —
47256
Open-Agent-Tools
Provides AI agents with tools for paper trading stocks, options, ETFs, and bond…
 — ○ ⏳ — — — — — —
47257
sjgant80-hub
MCP server exposing foldkit's 7-prime spine, κ-bands, and fold operations as to…
 — ○ ⏳ — N/A N/A — — —
47258
roxasventus
GamePick MCP Claim
Helps users choose which Steam games to play or buy by analyzing their library,…
 — ○ ⏳ — — — — — —
47259
arnaugon
— ○ ⏳ — N/A N/A — 95 —
47260
jaspertvdm
MCP server for jis: bilateral intent identity verification. Enables users to ve…
 — ○ ⏳ — — — — — —
47261
thiagozf
test Claim
— ○ ⏳ — N/A N/A — 95 —
47262
FAR Oracle Claim 1
Search Federal Acquisition Regulations (FAR) for government contracting.
 — ○ — N/A N/A — 81 —
47263
zql78
Enables LLMs to execute shell commands and perform file operations on a Linux s…
 — ○ ⏳ — N/A N/A — — —
47264
CochranResearchGroup
Business Card Watchdog is an installable, user-scoped service for processing la…
 — ○ ⏳ — N/A N/A — — —
47265
mahmoudhalimeh
Linkonda Claim
Create and manage Linkonda short links and QR codes, with no per-visitor tracki…
 — ○ ⏳ — N/A N/A — — —
47266
Pexafy
Pexafy Claim
Stock photo search: by description, by example image, or more like this.
 — ○ ⏳ — — — — — —
47267
ishk9
Pixl Claim
Turns AI coding hosts into a guided mobile-UI design tool with design interview…
 — ○ ⏳ — N/A N/A — — —
47268
check-technologies
An MCP server that provides 263 tools for managing payroll operations including…
 — ○ ⏳ — N/A N/A — — —
47269
chadthornton
upnote-mcp Claim
Enables AI assistants to interact with Upnote via its x-callback-url API, allow…
 — ○ ⏳ — N/A N/A — — —
47270
observer-protocol
Verified merchants accepting agentic payments on Lightning/L402/BOLT12/USDT — s…
 — ○ ⏳ — — — — — —
47271
xinhuagu
agent-wiki Claim
An MCP server that enables AI agents to compile, refine, and interlink knowledg…
 — ○ ⏳ — N/A N/A — — —
47272
ayhammouda
Local, read-only retrieval over official Python standard library docs with exac…
 — ○ ⏳ — N/A N/A — — —
47273
bertinm
MCP server for enabling data extraction and context retrieval for agents, stori…
 — ○ ⏳ — N/A N/A — — —
47274
brianchilders
memory-mcp Claim
Multi-tier memory system for AI assistants, integrating semantic, episodic, tim…
 — ○ ⏳ — — — — — —
47275
andrewchmr
Query your customer feedback: studies, themes, suggestions, tags, and sentiment…
 — ○ ⏳ — — — — — —
47276
hareramray
simple-mcp Claim
A minimal MCP server providing basic tools for arithmetic, text echoing, and ti…
 — ○ ⏳ — — — — — —
47277
bitcard1-art
Verifiable Korea-specific judgment for AI agents — Go/Conditional/Hold verdicts…
 — ○ ⏳ — — — — — —
47278
pipeworx-io
Enables users to discover, read, and fetch curated educational RSS/Atom feeds w…
 — ○ ⏳ — — — — — —
47279
lambda-tuber
An MCP server that visualizes bookkeeping elements like journal entries and T-a…
 — ○ ⏳ — N/A N/A — — —
47280
bsaajith-droid
Provides semantic search and document retrieval via OpenAI Vector Store API, ex…
 — ○ ⏳ — — — — — —
47281
foundryside-dev
plainweave Claim
Enables tracing code entities through requirements to strategic goals, surfacin…
 — ○ ⏳ — — — — — —
47282
mosif16
An MCP server implementing the TRUE Recursive Language Model technique for mana…
 — ○ ⏳ — N/A N/A — — —
47283
clawmem-ai
An MCP server that leverages a GitHub-compatible API as a durable memory store …
 — ○ ⏳ — N/A N/A — — —
47284
Vrun-design
Local-first OpenFlowKit diagramming tools for Claude, Cursor, Windsurf & other …
 — ○ ⏳ — N/A N/A — — —
47285
sjgant80-hub
MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold op…
 — ○ ⏳ — — — — — —
47286
davidlinjiahao
Enhanced Notion MCP server supporting all 24 property types, auto-pagination, b…
 — ○ ⏳ — N/A N/A — — —
47287
ai-gaoqian
agentmart Claim
First AI Agent e-commerce marketplace with 74+ AI products, MCP protocol, and A…
 — ○ ⏳ — — — — — —
47288
satya01-sap
Enables retrieving event summaries from SAP Ariba by providing doc_id, user, pa…
 — ○ ⏳ — — — — — —
47289
Peliqan-io
Enables AI assistants to interact with the Peliqan platform, providing access t…
 — ○ ⏳ — N/A N/A — — —
47290
19miha99
A comprehensive MCP server that gives AI assistants full control over your desk…
 — ○ ⏳ — N/A N/A — — —
47291
mattcoatsworth
Enables interaction with the Gorgias helpdesk API, providing tools to manage ti…
 — ○ ⏳ — — — — — —
47292
titulus
Retrieves indexed Confluence pages via semantic search, returning chunks, citat…
 — ○ ⏳ — N/A N/A — — —
47293
wXingHe
MCP server for importing documents into OpenMemory RAG knowledge base. Supports…
 — ○ ⏳ — N/A N/A — — —
47294
Schmoll86
Splits the Alpaca trading MCP server into two smaller servers (data and orders)…
 — ○ ⏳ — N/A N/A — — —
47295
caoyezoor
gptbpts Claim
— ○ ⏳ — N/A N/A — 95 —
47296
Deviank88
Automates Salesforce via browser using Playwright with persistent session. Supp…
 — ○ ⏳ — N/A N/A — — —
47297
xiaobenyang-com
json-rpc Claim
Discover available methods on any JSON-RPC endpoint. Invoke methods with custom…
 — ○ ⏳ — N/A N/A — 95 —
47298
mengfwan
— ○ ⏳ — N/A N/A — 95 —
47299
mcpslim
notion-slim Claim
A token-optimized MCP server for Notion that reduces context window usage by 73…
 — ○ ⏳ — — — — — —
47300
SuLG-ik
MCP server for converting SVG files to Android Vector Drawable XML, enabling se…
 — ○ ⏳ — N/A N/A — — —
Showing 47251–47300 of 66518 servers
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