MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 34551 |
gomission-mcp
Claim
Mission MCP is a Trust Graduation gate for AI agents, with visible approval cer…
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| 34552 |
Enables semantic search over an OpenAPI catalog to find and recommend API endpo…
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| 34553 |
vault-rag-mcp
Claim
MCP server for semantic search in an Obsidian Second Brain vault using self-hos…
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| 34554 |
searoute_mcp
Claim
Provides maritime routing capabilities, enabling computation of oceangoing rout…
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| 34555 |
HOOPS AI MCP Server
Claim
Bridges Claude Desktop to the HOOPS AI WebAPI, enabling 3D CAD analysis and int…
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| 34556 |
Instagram Ads MCP Server
Claim
Wraps the Meta Marketing API to enable creating, modifying, viewing, and deleti…
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| 34557 |
divination-chart-mcp
Claim
An MCP server for generating Chinese divination charts (Six-line and Bazi) base…
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| 34558 |
claude-cost-mcp
Claim
Estimates Claude API token counts, per-model cost, and prompt-caching break-eve…
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| 34559 |
mcp_socket_server
Claim
An MCP server that bridges LLM platforms with multiple socket_server targets, e…
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| 34560 |
Docx_MCP_cj
Claim
Enables AI agents to intelligently analyze and fill any Word document tables us…
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| 34561 |
Enables prospect research through semantic web search, webpage scraping, and ba…
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| 34562 |
nipregon-mcp
Claim
Look up Polish companies from any AI assistant: registry data (KRS, REGON, CEID…
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| 34563 |
zimage-mcp
Claim
A local MCP server for generating web-dev images using the Z-Image Turbo model …
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| 34564 |
Integrates Google Calendar with AI assistants via MCP, enabling calendar listin…
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| 34565 |
Enables AI assistants to analyze Azure Data Factory costs, detect waste, and pr…
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| 34566 |
wikipedia-mcp
Claim
Enables AI agents to search, read, and explore Wikipedia articles via tools lik…
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| 34567 |
mcp-data-tools
Claim
A governed MCP server enabling LLM agents to query BigQuery, inspect GCS, trigg…
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| 34568 |
crypto_price_tracker
Claim
An MCP server that enables AI agents to fetch real-time cryptocurrency prices a…
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| 34569 |
Agent Architects MCP
Claim
Enables searching and retrieving lessons, posts, comments, and member profiles …
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| 34570 |
Centia MCP Server
Claim
Exposes the Centia API as MCP tools generated from its OpenAPI spec, enabling n…
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| 34571 |
BestReads MCP Server
Claim
Enables personalized book recommendations by managing reading profiles and pref…
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| 34572 |
mcp-server
Claim
AI dev brain: persistent memory, lessons, semantic search for Claude, Cursor, C…
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| 34573 |
whiteboard-mcp-server
Claim
Shared context for multiple Claude Code sessions working on the same project.
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| 34574 |
ContextBolt Bookmarks
Claim
AI-powered recall over your saved bookmarks. It gives Claude semantic search, t…
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| 34575 |
Noemic
Claim
Someone to talk to, for your user: coaches, mentors, accountability partners. F…
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| 34576 |
MCP Server Kickstarter
Claim
A CLI tool to scaffold and manage new MCP-compatible server projects with uv, i…
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| 34577 |
A Forgejo MCP Server
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| 34578 |
hello-server
Claim
Greet anyone with a friendly, customizable message. Tailor tone and format for …
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| 34579 |
Stripe MCP Server
Claim
Enables Claude to integrate with Stripe for creating payment links, processing …
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| 34580 |
telegram-mcp-server
Claim
Enables Claude to interact with Telegram channels and groups through API or web…
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| 34581 |
Live financial data MCP: FX, crypto, stocks, news, URL reader. x402 on Base: $0…
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| 34582 |
Enables LLMs to interact with Cloudera AI Workbench APIs for managing files, jo…
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| 34583 |
npmguard
Claim
Pre-install risk gate for npm packages.
Stops AI coding agents from running mal…
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| 34584 |
Binelek MCP Server
Claim
Enables interaction with the Binelek Platform's knowledge graph, search, AI, an…
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| 34585 |
iiq-mcp
Claim
MCP server for SailPoint IdentityIQ 8.5 that enables searching and requesting r…
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| 34586 |
CosTrack MCP
Claim
Enables AI agents to track LLM costs, enforce budgets, compare models, and esti…
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| 34587 |
cognition-wheel
Claim
Enables querying multiple AI models in parallel (Claude, Gemini, O3) and synthe…
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| 34588 |
mcp-current-repo
Claim
A proof-of-concept MCP server that scopes GitHub tools to the current repositor…
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| 34589 |
Provides a standardized interface for interacting with Replicate's tools and se…
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| 34590 |
Augent
Claim
MCP server that turns any audio or video source into structured, searchable int…
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| 34591 |
tree-sitter-analyzer
Claim
An MCP code-intelligence server for AI agents with pre-indexed AST cache, 62 MC…
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| 34592 |
Day One MCP Server
Claim
Read-only MCP server for Day One journal on macOS, enabling search and browsing…
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| 34593 |
debug-thinking
Claim
Structures debugging processes into a persistent knowledge graph, enabling prob…
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| 34594 |
SIEMen
Claim
Enables AI agents to read, write, and search security findings, engagement memo…
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| 34595 |
mcp-awareness
Claim
Shared memory for any MCP-compatible AI, enabling cross-platform knowledge pers…
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| 34596 |
Joplin MCP Server
Claim
Enables AI assistants to interact with Joplin notes and notebooks, including se…
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| 34597 |
modforge
Claim
Provides deterministic, audit-chain-backed Minecraft symbol migration and versi…
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| 34598 |
runtime-mcp
Claim
Drop-in MCP server that lets Claude inspect, debug, and hot-fix your running Bu…
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| 34599 |
Repo Interrogator
Claim
A local-first MCP server that enables AI tools to safely inspect and search cod…
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| 34600 |
Provides tools for indexing documents, creating notes, searching content, and e…
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