MCP Server Quality Scores

Independent quality analysis of 69093 public MCP servers

69093
Discovered
→
33827
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
58301
CSOAI-ORG
encoder-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
58302
dkships
MCP server for Substack's official Publisher API that enables querying post ana…
— ○ ⏳ — — — — — —
58303
vasilistotskas
WebLens Claim
Scrape, crawl, map and extract the web. Pay per call in USDC, no account or API…
— ○ ⏳ — — — — — —
58304
dagucloud
dagu Claim
Local-first workflow engine with a Web UI for small teams. Define DAGs in a dec…
— ○ ⏳ — N/A N/A — 95 —
58305
isaacwars
ARCO MCP Claim
Server for redacting, validating, and auditing ARCO rights requests under Mexic…
— ○ ⏳ — N/A N/A — — —
58306
trendbender
Real-time train, bus, ferry and private transfer prices between 40+ Italian cit…
— ○ ⏳ — — — — — —
58307
guilleyalo
Minimal FastMCP Python server demonstrating basic MCP functionality with a cows…
— ○ ⏳ — — — — — —
58308
OMGhozlan
Enables automated memory forensics analysis using Volatility 3, supporting Wind…
— ○ ⏳ — N/A N/A — — —
58309
RocketMaDev
pwndbg-mcp Claim
An MCP tool that enables AI agents to debug ELF binaries, particularly for CTF …
— ○ ⏳ — — — — — —
58310
ahmeedgamil
semhood Claim
AST-based semantic code search; results ship with their call graph (calls + cal…
— ○ ⏳ — N/A N/A — — —
58311
omelet-ai
Enables rapid exploration and integration of Omelet's Routing Engine and iNavi'…
— ○ ⏳ — — — — — —
58312
ravenyeh
Provides real-time stock quotes, technical analysis, and intelligent trading re…
— ○ ⏳ — — — — 81 —
58313
coderifts
An MCP server providing risk-aware API governance tools for AI agents. Agents c…
— ○ ⏳ — — — — — —
58314
arkadiusz-rosiak
Enables AI agents to manage Adobe Experience Manager instances, including OSGi …
— ○ ⏳ — N/A N/A — — —
58315
DDYRich72
UpToCode Claim
Evidence-backed architecture-quality analysis for Python agent applications.
— ○ ⏳ — — — — — —
58316
nexoreai
MCP server that generates images using Gemini 3 Pro Image on Vertex AI, with su…
— ○ ⏳ — — — — — —
58317
rioriost
Enables an edit-verify-commit workflow inside Zed with a local MCP server and p…
— ○ ⏳ — N/A N/A — — —
58318
sandraschi
A high-performance control plane for Ollama-based local LLM sessions with backg…
— ○ ⏳ — N/A N/A — — —
58319
DavidPraise0x
AI-driven portfolio dashboard and MCP server for the Casper blockchain, enablin…
— ○ ⏳ — — — — — —
58320
sudohakan
infoset-mcp Claim
MCP server for Infoset CRM that enables AI assistants to manage tickets, contac…
— ○ ⏳ — — — — — —
58321
NimbleBrainInc
Enables interaction with Pinecone vector databases for storing and searching em…
— ○ ⏳ — — — — 81 —
58322
mcp Claim 1
MCP server providing OpenFeature SDK installation guides and OFREP flag evaluat…
— ○ — N/A N/A — 81 —
58323
DavidLMS
IPMentor Claim
Provides verified IPv4 subnet calculations, IP analysis, and network diagram ge…
— ○ ⏳ — — — — — —
58324
getxapi
getxapi-mcp Claim
The official GetXAPI MCP server. Give your AI assistant direct access to the Tw…
— ○ ⏳ — — — — — —
58325
iamanantgupta
Gives AI assistants the power to find verified emails, phone numbers, and rich …
— ○ ⏳ — N/A N/A — — —
58326
Shubham070520
Integrates with Google Docs and Gmail to append content to documents and create…
— ○ ⏳ — N/A N/A — — —
58327
amolchanov
code-search Claim
Enables semantic code search across indexed code folders using vector embedding…
— ○ ⏳ — N/A N/A — — —
58328
Laegend14
Enables AI assistants to search, retrieve, and browse GenLayer documentation th…
— ○ ⏳ — N/A N/A — — —
58329
eothL
Read-only MCP server for querying a running Obsidian vault from agentic runtime…
— ○ ⏳ — N/A N/A — — —
58330
amornpan
Provides access to earthquake data from the Thai Meteorological Department (TMD…
— ○ ⏳ — — — — — —
58331
optave
codegraph Claim
Provides AI agents with a function-level dependency graph of the codebase throu…
— ○ ⏳ — N/A N/A — — —
58332
rsafaya-edrv
uk-aml-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
58333
PROJECT-B-26
web-search Claim
Web search for AI agents — one tool across 6 engines, routed to the cheapest + …
— ○ ⏳ — — — — — —
58334
Scout-AI-Labs
Provides coding agents with live web capabilities including web search, scrapin…
— ○ ⏳ — — — — — —
58335
kavingas
Enables interaction with Adobe Commerce Catalog Services to retrieve product va…
— ○ ⏳ — — — — — —
58336
alejandro-cedeno-10
Enables AI agents to efficiently retrieve relevant code context via PageRank-op…
— ○ ⏳ — N/A N/A — — —
58337
cognis-digital
promptpack Claim
Enables AI agents to scan codebases for prioritized findings (TODO, FIXME, XXX)…
— ○ ⏳ — N/A N/A — — —
58338
CerevoxAI
Model Context Protocol server for Cerevox AI that exposes document parsing (Lex…
— ○ ⏳ — — — — — —
58339
octotrip
Free, no-login rental car search with real-time pricing.
— ○ ⏳ — — — — — —
58340
Edwson
Enables AI agents to access design system tokens and component contracts throug…
— ○ ⏳ — N/A N/A — — —
58341
lixiaowww
veragent-mcp Claim
Enables checking trust of MCP tools before installation, listing trusted tools,…
— ○ ⏳ — — — — — —
58342
hkopenai
MCP server providing access to Hong Kong law and security data, including Forei…
— ○ ⏳ — N/A N/A — — —
58343
GoodFaithExteriors
Provides browser automation capabilities using Playwright, allowing LLMs to int…
— ○ ⏳ — — — — — —
58344
middlefieldgs
Acorn Reply Claim
Read and edit your Acorn Reply knowledge base from any MCP client.
— ○ ⏳ — — — — — —
58345
kavingas
newrelic-mcp Claim
Executes NRQL queries against New Relic via the NerdGraph API, enabling monitor…
— ○ ⏳ — N/A N/A — — —
58346
Palo-IT-GitHub-Demos
Enables MCP clients to discover and fetch skills, agents, commands, and hooks f…
— ○ ⏳ — — — — — —
58347
Joshuayang228
MCP server enabling AI agents to generate AI videos and images, analyze video c…
— ○ ⏳ — N/A N/A — — —
58348
thecreativelabs
plutio-mcp Claim
Enables Claude and other MCP clients to interact with Plutio's business platfor…
— ○ ⏳ — — — — — —
58349
CSOAI-ORG
backup-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
58350
autodesk-platform-services
Provides access to Autodesk Platform Services API, enabling interaction with AC…
— ○ ⏳ — N/A N/A — — —
Showing 58301–58350 of 69093 servers