MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 39 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37351
hirurg-lybitel
MCP Nexus Claim
Enables universal access to MCP tools and capabilities from external clients, c…
37352
AIsofialuz
Enables AI agents to store, search, and retrieve long-term memories with BM25 f…
N/A N/A
37353
Rubrum95
Enables Claude Code to index and semantically search through PDFs, code, and do…
N/A N/A
37354
Maksim061994
Provides tools to manage work email: list/search/get emails and draft replies v…
37355
hjpotter92
An MCP server that provides access to the DataPacket GraphQL API, enabling LLMs…
37356
Ambrose1
AI-powered video clipping server that analyzes subtitles and audio to detect hi…
N/A N/A
37357
bh213
Connects MCP clients to a running hx-multianim game via DevBridge for scene ins…
N/A N/A
37358
AhmedAliQadir
MCP server for generating and managing YouTube video scripts with human-in-the-…
N/A N/A
37359
karyaboyraz
keenetic-mcp Claim
An MCP server that lets an AI assistant manage your Keenetic router in plain la…
37360
ajiadiyudha
Enables deploying a remote MCP server on Cloudflare Workers with OAuth, allowin…
N/A N/A
37361
sanyo4ever
MCP server for the adm.tools / ukraine.com.ua hosting API, providing tools to m…
37362
nullnumber1
Enables hybrid search over Telegram community message history, combining full-t…
N/A N/A
37363
utilitydelta
A graph database MCP server that lets AI assistants build, analyze, and visuali…
N/A N/A
37364
KorroAi
Real-time Solana pump.fun token scanner with MCP stdio transport and HTTP API. …
37365
Jaypeg-dev
MCP server integrating Nextcloud services (tasks, calendar, notes, email, files…
37366
UseCarly
carly-cli Claim
Agent-native MCP server for Carly, the AI scheduling assistant. Exposes 11 tool…
37367
digitalpromptmarket-beep
AgentCost Claim
MCP server that analyzes AI agent session logs to find token waste and optimiza…
N/A N/A
37368
ggilligan12
kibana-mcp Claim
Enables AI assistants to manage Kibana security alerts, rules, and exception li…
N/A N/A
37369
zmGiser
Enables natural language and geospatial queries on PostGIS databases, with 32 t…
37370
anuragagrawal0430
An open-source MCP server that lets AI assistants read, create, search, and man…
37371
rhinocap
Raven Claim
Design intelligence for coding agents: audits, design systems, and a taste prof…
37372
francojc
mcp-research Claim
Enables academic bibliographic search across arXiv, Semantic Scholar, and Googl…
37373
akilat-spec
Manage employee leave with quick lookups for balances, histories, and recent ac…
N/A N/A 95
37374
mcasdfgf
Persistent fractal graph memory for AI coding agents via MCP. Semantic vector s…
N/A N/A
37375
saravanarjun
Enables AI assistants to securely browse, search, inspect, and understand local…
N/A N/A
37376
devfellowship
skills-mcp Claim
Enables Claude/MCP agents to search, list, get details, and generate install co…
37377
edgarator
Oolkin Claim
AI colleagues that keep your standards, your project and their reasoning betwee…
37378
rgrieselhuber
D Fetcher Claim
Vitamin D synthesis calculator: sun position, UV, IU/min, time to dose, sunburn…
37379
nevermined-io
Weather MCP Claim
Minimal MCP server exposing today's weather for a city via tool, resource, and …
37380
fuzemobi
AiderMCP Claim
Enables AI-powered code editing and development tasks through natural language …
N/A N/A
37381
pipeworx-io
USGS Volcano MCP server providing access to volcano hazards data from the HANS-…
37382
Janadasroor
A PostgreSQL Model Context Protocol (MCP) server acting as a robust persistent …
N/A N/A
37383
knsh14
kenall-mcp Claim
MCP server that provides access to the Kenall postal code API for Japanese addr…
N/A N/A
37384
HLH2023
Local + remote terminal interaction control MCP Server. Lets AI agents control …
N/A N/A
37385
akhelij
MCP server for reading, writing, and organizing API documentation in Apidog.
37386
Tejas242
arxiv-mcp Claim
A streamlined MCP server that connects AI assistants to arXiv's vast collection…
37387
sasakiblog26-lgtm
Connect AI assistants to Exa's search capabilities: web search, code search, an…
N/A N/A
37388
evenindividual04
pramana-mcp Claim
Enables citation-audited deep research with tools for web-grounded answers, sou…
N/A N/A
37389
gabrielpreda
An MCP server deployed on Cloud Run that enables reading Cloud Storage and leve…
37390
clauxel
A paid remote MCP for ShipSwift, built to return verdicts, receipts, usage logs…
37391
enkhbold470
MCP server that connects Cursor IDE to Inky backend, enabling users to list and…
N/A N/A
37392
vorluno
agora Claim
Espacio compartido y persistente por repositorio para sesiones de Claude Code: …
N/A N/A
37393
ramzess-ru
A remote MCP server deployable on Cloudflare Workers without authentication, en…
N/A N/A
37394
LokiMCPUniverse
Enables interaction with AWS services (EC2, S3, Lambda, DynamoDB, etc.) through…
37395
ai-jcce
Contexta Claim
Contexta gives AI assistants a persistent, typed memory layer backed by a knowl…
81
37396
sujalsamkaria0066
Enables natural language querying of SQL databases with robust safety guarantee…
37397
ScarletLilith
Enables thinking models to extend their reasoning by outsourcing parts of the c…
37398 N/A N/A 95
37399
Veroq-api
Veroq Claim
web search and financial search intelligence MCP server — /ask /verify + 52 too…
81
37400
madaoQ
Provides access to Claude models, message creation, token counting, and batch p…
Showing 37351–37400 of 66549 servers
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