MCP Server Quality Scores
Independent quality analysis of 66291 public MCP servers
Last updated 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 65951 |
Менеджер AI-промптов с 24 MCP-инструментами. Поиск, создание, редактирование пр…
|
— | ||||||||
| 65952 |
semley
Claim
Enables autonomous SRE incident investigation by allowing users to describe inc…
|
— | ||||||||
| 65953 |
mcp-server-wheel-size
Claim
Wheel-Size.com fitment API: OEM and aftermarket wheel and tyre data for 100k+ v…
|
— | ||||||||
| 65954 |
DocGen MCP Server
Claim
Automates the creation of standardized documentation by extracting information …
|
— | ||||||||
| 65955 |
TubePull
Claim
Download YouTube videos as MP3/M4A/MP4 from any MCP-compatible AI assistant. Fr…
|
— | ||||||||
| 65956 |
agentmarketplace-mcp
Claim
Discover MCP servers + tools, auto-install into any client, pay for x402 endpoi…
|
— | ||||||||
| 65957 |
MikroTik WiFi Users
Claim
MCP server for querying connected WiFi devices from MikroTik RouterOS, enriched…
|
— | ||||||||
| 65958 |
PWA Debug Layer
Claim
Debug PWAs in your real browser via MCP: service-worker, cache, installability …
|
— | ||||||||
| 65959 |
Audit AI search readiness, generate llms.txt drafts, and build GEO/AEO prompt m…
|
— | ||||||||
| 65960 |
Hive Openclaw Bridge
Claim
Reference integration with @kinthaiofficial OpenClaw 3-layer payment governance
|
— | ||||||||
| 65961 |
sfgraph
Claim
A local, privacy-first knowledge graph for Salesforce orgs. It live-syncs your …
|
— | ||||||||
| 65962 |
project-graph-mcp
Claim
Maximizes AI agent context window by enabling compact code reading and editing,…
|
— | ||||||||
| 65963 |
MCP Europe Tools
Claim
Essential European data validation and formatting tools for AI agents. Validate…
|
— | ||||||||
| 65964 |
Exposes the full openstack and oc CLIs as MCP tools with read-only by default, …
|
— | ||||||||
| 65965 |
smithery_claude
Claim
|
— | ||||||||
| 65966 |
Market Data MCP Server
Claim
Enables fetching market and options data including OHLCV prices, option chains,…
|
— | ||||||||
| 65967 |
AgentDesk MCP
Claim
Adversarial AI review API — independent quality gating for AI agent outputs. Pr…
|
— | ||||||||
| 65968 |
sessionmem
Claim
Local-first memory layer for AI coding assistants. Watches your coding sessions…
|
— | ||||||||
| 65969 |
waveform-MCP
Claim
An MCP server that gives an LLM agent control over Tracktion Waveform, enabling…
|
— | ||||||||
| 65970 |
Enables semantic code search across multi-language codebases using natural lang…
|
— | ||||||||
| 65971 |
Salesforce SAP MCP
Claim
Enables Claude AI to securely query live SAP inventory data through Salesforce …
|
— | ||||||||
| 65972 |
datanika-mcp
Claim
Read-only-by-default MCP for Datanika: browse data, run dbt transforms, manage …
|
— | ||||||||
| 65973 |
Office-PowerPoint-MCP
Claim
Enables AI assistants to programmatically create, manipulate, and analyze Micro…
|
— | ||||||||
| 65974 |
Query your Google Sheets as structured JSON: list sheets and tabs, read schemas…
|
— | ||||||||
| 65975 |
A Model Context Protocol server that collects, analyzes, and manages AI use cas…
|
— | ||||||||
| 65976 |
mcp-engram
Claim
Enables LLMs to build and explore a cognitive neuroscience-inspired knowledge g…
|
— | ||||||||
| 65977 |
keyshade-mcp
Claim
MCP server for interacting with Keyshade's secrets management platform, enablin…
|
— | ||||||||
| 65978 |
AI influencer search on TikTok, Instagram, YouTube. Deinai MCP token required; …
|
— | ||||||||
| 65979 |
MemoTrader MCP Server
Claim
AI-to-human attention marketplace. Agents pay CPM to reach humans, earn credits…
|
— | ||||||||
| 65980 |
Provides Claude with SQL access to Hevy workout history and personal training c…
|
— | ||||||||
| 65981 |
Provides LLM access to Exasol database via MCP tools, including metadata readin…
|
— | ||||||||
| 65982 |
US crime safety scores, recent incidents, neighborhood demographics, rent data,…
|
— | ||||||||
| 65983 |
Arxiv
Claim
arXiv MCP — preprint server search (free, no auth)
|
— | ||||||||
| 65984 |
GitLab MCP Server
Claim
Enables AI assistants to interact with GitLab projects, allowing users to view …
|
— | ||||||||
| 65985 |
WEATHGARDS
Claim
Exposes MCP tools that enable remote LLMs to query local Docker containers, OS …
|
— | ||||||||
| 65986 |
bug-bounties
Claim
Real-time directory of every public VDP and bug bounty program
|
— | ||||||||
| 65987 |
Generate App Store and Play Store screenshots from your coding agent, at exact …
|
— | ||||||||
| 65988 |
Exposes a semantic layer on GA4 event data in BigQuery via an MCP server for co…
|
— | ||||||||
| 65989 |
bragdoc-mcp
Claim
Helps capture professional achievements using the STAR method through iterative…
|
— | ||||||||
| 65990 |
Enables interaction with Figma tools and services through a standardized MCP in…
|
— | ||||||||
| 65991 |
Discover AFA funding and venture resources, validate pitches, and report grant …
|
— | ||||||||
| 65992 |
Airtable MCP Pro
Claim
Enables comprehensive interaction with Airtable databases through MCP for ChatG…
|
— | ||||||||
| 65993 |
agent-trust
Claim
Tamper-evident action receipts, trust scoring & capability tokens for AI agents…
|
— | ||||||||
| 65994 |
Omnichannel MCP
Claim
Transforms a single natural language prompt into a synchronized distribution of…
|
— | ||||||||
| 65995 |
StackFiesta
Claim
Discover AI tools for game development — 100+ tools indexed by engine, task, an…
|
— | ||||||||
| 65996 |
Provides tools for file system operations and text generation using OpenAI-comp…
|
— | ||||||||
| 65997 |
Maybe Finance MCP Server
Claim
Enables natural language financial management for self-hosted Maybe Finance ins…
|
— | ||||||||
| 65998 |
anvil
Claim
A throwaway Docker sandbox for agents to run code and shell commands safely.
|
— | ||||||||
| 65999 |
Provide comprehensive marketing analytics and AI-powered insights by integratin…
|
— | ||||||||
| 66000 |
MCPico
Claim
MCP proxy that bundles flat tool lists into hierarchical subcommand groups, red…
|
— | ||||||||