MCP Server Quality Scores

Independent quality analysis of 59385 public MCP servers

59385
Discovered
29896
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59301
PurpleBass
Enables AI agents to perform symmetric and asymmetric encryption of text and fi…
N/A N/A 95
59302
cyanheads
Search artists, releases, recordings, works, and labels; traverse relationships…
59303
timkulbaev
mcp-gmail Claim
Full Gmail operations via Unipile API: send, reply, list, read, delete, search,…
81
59304
balasriharsha
shieldbot Claim
AI-powered security code review for Claude Code that runs multiple scanners (Co…
N/A N/A
59305
d3hl
An MCP server protected by Cloudflare Access as a self-hosted application, vali…
59306
777genius
You're the boss, agents are your team. They handle tasks on their own, message …
N/A N/A
59307
cuilabs
Bee — The Progressive Intelligence Engine: tiered LLM, 4 tools, hosted API, fre…
N/A N/A
59308
guangxiangdebizi
Enables AI assistants to interact with Polymarket prediction markets, including…
59309
krwhynot
A lightweight MCP server that provides 8 essential Supabase database management…
59310
langtind
A lightweight TypeScript MCP server that provides AI assistants with seamless a…
N/A N/A
59311
AHX47
ZimAgent Claim
Enables offline CRUD and semantic search on Wikipedia ZIM archives via MCP tool…
N/A N/A
59312
mcp Claim 1
AI agency API: 25 free tools for glossary, comparisons, blog, guides, and estim…
N/A N/A 76
59313
jackmmaher
UKDataAPI Claim
UK government data intelligence platform. 14 enriched endpoints with proprietar…
81
59314
nrempel
Provides access to Yahoo Finance data including real-time stock quotes, histori…
59315
blievens89
Enables comprehensive Google Ads campaign management and analytics through the …
81
59316
janik96v
An open-source MCP server for RAG over personal documents. Supports three paral…
N/A N/A
59317
T-Rzeznik
reaper-mcp Claim
An MCP server that gives Claude Code (or any MCP client) full control of Reaper.
N/A N/A
59318
sweetrb
This MCP server allows AI assistants to read, send, search, and manage emails i…
N/A N/A
59319
sbl-sdsc
Converts natural language queries into Cypher queries against the NASA GeneLab …
59320
ChangooLee
Integrates 132 tools from the Korean Ministry of Legislation OPEN API to provid…
59321
ygtalp
rawthink Claim
Persistent memory for Claude Code — hybrid search, knowledge graph, session lif…
N/A N/A
59322
SparkSMB-Tim
agentic-ops Claim
Orchestration & technical-consulting MCP for end-to-end Salesforce, ServiceNow …
59323
mjmarrazzo
Spectacle Claim
An MCP server that lets Claude query, search, and explore OpenAPI specification…
N/A N/A
59324
foreach-labs
eanscan-mcp Claim
MCP server for looking up EAN/UPC barcodes to get localized product details lik…
59325
clauxel
Paid remote MCP for agent code search routing MCP, structured receipts, audit l…
59326
a-slvn
selectel-mcp Claim
An MCP server that gives an AI agent controlled access to a Selectel cloud acco…
59327
ozzy-labs
suasor Claim
A local-first AI secretary that gathers your work context into private memory a…
59328
0xatrilla
Local macOS MCP server and setup app for Apple apps
N/A N/A
59329
3D-Tech-Solutions
Code Scalpel Claim
Enables AI assistants to surgically extract and analyze code, reducing token us…
59330
freeplayai
freeplay-mcp Claim
Enables AI agents to interact with Freeplay, an ops platform for AI engineering…
59331
pinkpixel-dev
LLMSTXT-MCP Server Claim
MCP server that allows AI agents to fetch and process llms.txt documentation fr…
81
59332
Growth-Management
Enables reading BigQuery data from ChatGPT using read-only SQL queries, with OA…
59333
axel-belfort
AI-powered text and URL summarization API for AI agents. Extract key points fro…
81
59334
H-mmer
Bug bounty agent framework for Claude Code, Codex, Gemini, Cursor, Windsurf, Co…
N/A N/A
59335
e-brokenc0de
An MCP server that drives Anthropic's Claude Design from agentic coding CLIs, p…
N/A N/A
59336
prime001
Enables AI agents to route tasks requiring human judgment (e.g., content modera…
59337
Fantasticlegend1000
opensooq-mcp Claim
A read-only MCP server that gives LLM agents live access to OpenSooq, the large…
59338
InfraMCP
MCP server for VMware vSphere infrastructure management, enabling VM operations…
N/A N/A
59339
SunFlash12
AI memory buyer routing with Forge docs, pricing, paid recommendations, and MCP…
59340
datatorag
An open-source Model Context Protocol gateway that connects Google Workspace, J…
N/A N/A
59341
furrytailapps
Provides access to geological data from Sveriges Geologiska Undersökning (SGU),…
N/A N/A
59342
k1y0miiii
tbro-mcp Claim
An MCP server that provides web_search and web_fetch tools returning plain text…
N/A N/A
59343
universal-mcp
Enables interaction with Google SearchConsole tools and services through a unif…
59344
ahmedabdirahman1-max
safe-sql-mcp Claim
Enables read-only SQL database access for AI assistants, allowing schema explor…
N/A N/A
59345
eugeneoh04
Enables LLMs to autonomously query AWS CloudWatch Logs and perform structured r…
59346
mjavadalavi
Enables comprehensive Sentry monitoring including performance analysis, issue t…
N/A N/A
59347
dot-RealityTest
Local-first Obsidian vault MCP server for Codex, Claude Desktop, and other MCP …
N/A N/A
59348
g-tiwari
MCP server for TestRail API, providing AI assistants with 107 tools to manage t…
N/A N/A
59349
yogimathius
A symbolic reasoning engine that enables symbolic ontology operations through a…
N/A N/A
59350
benseverndev-oss
GoldenFlow Claim
Standardize, reshape, and normalize messy data — CSV, Excel, Parquet, S3, datab…
Showing 59301–59350 of 59385 servers