MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51251
CsabaKovacs
rulesmith Claim
Provides a CLI and MCP server for scanning repositories to generate evidence-ba…
N/A N/A
51252
EceDalpolat
Enables real-time currency exchange rate queries between any two currencies usi…
N/A N/A
51253
execution-run
Enables AI agents to interact with the Execute.run bot API for managing Shell b…
81
51254
NeuralNexusNote
Ephemeral 7-day hybrid vector+BM25 working memory, multilingual, backed by Redi…
N/A N/A
51255
ZidingWang
Fits a lithium-ion full-cell dual-water-tank model from charge/discharge voltag…
N/A N/A
51256
soteeabam
Pauses AI agent execution and routes approval requests to humans via Slack or e…
51257
chrishayuk
mcp-cli Claim
Yet another CLI tool for testing MCP servers
N/A N/A 95
51258
unicrawler
v0-1-0 Claim
N/A N/A 95
51259
patriciosantamaria
Enables AI agents to control Google Workspace services (Slides, Docs, Sheets, D…
51260
0xChron
Read-only Polymarket prediction market data for AI agents.
N/A N/A
51261
devhelmhq
Monitor uptime, manage incidents, configure alerting, and query dependency stat…
N/A N/A
51262
justguy
Provides code-aware context compression by stripping comments, docstrings, and …
81
51263
JoeyMckenzie
questlog-mcp Claim
An MCP server that wraps the Taskwarrior CLI to allow AI assistants to create, …
N/A N/A
51264
helpvisor
A local MCP server that connects Claude Desktop to your HelpPilot tenant on pil…
51265
ag1357
An MCP server for managing persistent AI memory using hybrid search (keyword + …
N/A N/A
51266
xavierchoi
claude-code Claim
Enables Codex to delegate tasks to Claude Code, allowing Claude to investigate,…
N/A N/A
51267
adarshj322
A Vedic astrology MCP server providing tools for natal charts, transits, compat…
N/A N/A
51268
ganlin770
An MCP server that enables AI assistants to call statistician's decision logic …
51269
mcpnexus-registry
Provides Google search and web content viewing with advanced bot detection avoi…
N/A N/A
51270
Hickey01
Hickey_MCP Claim
Personal MCP server for Snowflake and Tableau integration, enabling SQL queries…
51271
nikira-studio
Agent Core Claim
A local capability layer for AI agents providing persistent memory, credential …
N/A N/A
51272
ashhitch
Scans codebases for TODO comments and exposes them as structured data to LLMs, …
N/A N/A
51273
tr4m0ryp
Enables testing AI safety classifier robustness against query decomposition, ob…
51274
nikitatsym
MCP server for Authentik identity provider enabling management of users, groups…
51275
swahlquist
Flask-based server that exposes callable tools via HTTP endpoints for AI agents…
51276
JeremiahM37
homelab-ai Claim
Self-hosted AI orchestrator that monitors and manages homelab services, exposin…
N/A N/A
51277
hlteoh37
mcp-devutils Claim
Provides 45 developer utilities (UUID generation, hashing, JWT decoding, etc.) …
51278
AndroidPoet
rndocs Claim
Search and read React Native documentation offline from the terminal.
N/A N/A
51279
AceDataCloud
Manage your AceData Cloud account: services, pricing, APIs, docs, balance, usag…
51280
BoltApp
boltcheckout Claim
MCP server enabling natural language interaction with the Bolt API for managing…
51281
cicicalex
engine Claim
AIN bias & stability engine: finance, gaming, AI, crypto. 68 tools across 11 ca…
N/A N/A 75
51282
smaniches
uniprot-mcp Claim
Auditable UniProt MCP server with per-query SHA-256 provenance and offline repl…
51283
derekbar90
zenhub-mcp Claim
Provides full access to the ZenHub GraphQL API. Enables project management oper…
51284
kmdesle
Synchronex Claim
Connect any AI agent to your Synchronex workspace — portable memory, decisions,…
N/A N/A
51285
mayankthekumawat
MCP server for accessing India's Ministry of Statistics and Programme Implement…
51286
Zfinix
gta_mcp Claim
Enables GTA Online money making with live tools for weekly bonuses, business tr…
N/A N/A 95
51287 N/A N/A 95
51288
zephyrgoose
A minimal MCP server example that provides basic utility tools including text e…
N/A N/A 95
51289
aznleetcoder
n8n-mcp Claim
N/A N/A 95
51290
The-Focus-AI
Enables natural language interaction with Plausible Analytics data to query tra…
51291
civisanalytics
Enables interaction with the Civis Platform for data exploration, querying, and…
51292
stubbedev
Helps design, validate, and generate Adobe Experience Manager Assets API reques…
51293
Jana-Earth-Data
Provides natural language access to environmental data including air quality me…
81
51294
coddingtonbear
Built-in MCP server that gives AI agents direct access to an Obsidian vault for…
N/A N/A
51295
sowjanya5751
IndiaQuant MCP is a real-time AI-powered market intelligence system that provid…
51296
marc-shade
MCP server for fraud detection using machine learning, behavioral biometrics, a…
N/A N/A 95
51297
fireberry-crm
Enables AI assistants to securely interact with Fireberry CRM, allowing metadat…
51298
pruthuraut
A vulnerable-by-design MCP server pair (NotesServer and VaultServer) for testin…
N/A N/A
51299
isteamhq
MCP server for Hacker News that enables AI agents to search stories, read comme…
51300
lesleslie
Enables AI agents to create and manipulate live visual diagrams on an Excalidra…
N/A N/A
Showing 51251–51300 of 67226 servers