MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 12 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37601 |
Enables AI clients to search and retrieve IBM Cloud documentation, converting p…
|
— | ||||||||
| 37602 |
Enables users to enhance rough prompts into more detailed, clear, and effective…
|
— | ||||||||
| 37603 |
mcp-server-test
Claim
|
— | ||||||||
| 37604 |
meok-abci-bridge-mcp
Claim
MEOK ABCI Bridge MCP — read-only Tendermint / Cosmos blockchain query for agent…
|
— | ||||||||
| 37605 |
kb-gateway
Claim
HTTP MCP gateway enabling remote agents to query a learning corpus combining Pi…
|
— | ||||||||
| 37606 |
Tailscale MCP server for managing your tailnet from AI assistants
|
— | ||||||||
| 37607 |
knowbe4-mcp
Claim
MCP server for KnowBe4 — security awareness training, phishing simulation, and …
|
— | ||||||||
| 37608 |
Epistemic guard for AI coding: tracks uncertain values and blocks writes until …
|
— | ||||||||
| 37609 |
MCP server for Depyler: Python-to-Rust transpiler with analysis and verificatio…
|
— | ||||||||
| 37610 |
bingcn
Claim
使用必应搜索快速发现相关网页。获取完整网页内容以便深入分析与引用。加速调研、整理与引用流程。
|
— | ||||||||
| 37611 |
FreeTicket MCP Server
Claim
Exposes FreeTicket's B2B domain (events, sales, tickets, etc.) as tools for MCP…
|
— | ||||||||
| 37612 |
Crypto wallet portfolio API for AI agents. Full token holdings across Ethereum,…
|
— | ||||||||
| 37613 |
A Model Context Protocol server that extracts and processes content from PDF do…
|
— | ||||||||
| 37614 |
Model work domains, score tasks for AI suitability, and design organisations.
|
— | ||||||||
| 37615 |
agent-delegate
Claim
agent-delegate is an MCP-first delegation advisor for coding agents. It helps a…
|
— | ||||||||
| 37616 |
haldir
Claim
Haldir is a security and governance layer for AI agents. Session-scoped permiss…
|
— | ||||||||
| 37617 |
hac-mcp
Claim
Provides AI assistants with programmatic access to SAP Commerce Cloud's Hybris …
|
— | ||||||||
| 37618 |
mcp-server-duckdb
Claim
Enables DuckDB database interaction through MCP, supporting SQL queries, table …
|
— | ||||||||
| 37619 |
cq_mcp
Claim
|
— | ||||||||
| 37620 |
Korea Stocks MCP
Claim
A read-only MCP server skeleton for Korean stocks data, with tool stubs for sto…
|
— | ||||||||
| 37621 |
A Model Context Protocol server that provides access to messages from an extern…
|
— | ||||||||
| 37622 |
TestRail MCP Server
Claim
Enables AI assistants to interact with TestRail test management system, support…
|
— | ||||||||
| 37623 |
Bequall MCP Server
Claim
Enables AI assistants to provide information about Bequall's services for real …
|
— | ||||||||
| 37624 |
Sublime Text MCP
Claim
MCP server for Sublime Text 4. Lets Claude Code read and control a running ST i…
|
— | ||||||||
| 37625 |
Kodus OSV
Claim
HTTP server exposing OSV (v1) for open source vulnerability lookup via osv_quer…
|
— | ||||||||
| 37626 |
minimax
Claim
|
— | ||||||||
| 37627 |
Local business data for SW Riverside County CA (Temecula, Murrieta, Menifee, La…
|
— | ||||||||
| 37628 |
A template for deploying a remote, unauthenticated Model Context Protocol (MCP)…
|
— | ||||||||
| 37629 |
test123
Claim
|
— | ||||||||
| 37630 |
foldkit
Claim
Exposes 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and res…
|
— | ||||||||
| 37631 |
KanbanX MCP Server
Claim
Enables users to manage a personal Kanban board with tasks, subtasks, notes, an…
|
— | ||||||||
| 37632 |
DC-COCO-MCP
Claim
Enables AI clients to control Cocos Creator editor projects, scenes, nodes, com…
|
— | ||||||||
| 37633 |
mcp-open-corporates
Claim
OpenCorporates MCP provides free, no-auth access to global company registry dat…
|
— | ||||||||
| 37634 |
nyc-311-mcp
Claim
An MCP server for the NYC 311 Public API that allows AI assistants to check cit…
|
— | ||||||||
| 37635 |
JEFit MCP Server
Claim
Enables analysis and retrieval of JEFit workout data through natural language. …
|
— | ||||||||
| 37636 |
Obsidian MCP Server
Claim
Enables AI assistants to search, create, and manage notes in an Obsidian vault …
|
— | ||||||||
| 37637 |
Context-Optimizer-MCP
Claim
An MCP server suite that optimizes prompt context by reducing tokens up to 98.8…
|
— | ||||||||
| 37638 |
patentorney-mcp
Claim
Manages patent application drafts via structured YAML and LaTeX sections, with …
|
— | ||||||||
| 37639 |
OffshoreProz Agent API
Claim
Enables automated company formation across multiple jurisdictions with REST and…
|
— | ||||||||
| 37640 |
meok-bft-governance-mcp
Claim
MEOK AI Labs - bft-governance MCP server extracted from SOV3
|
— | ||||||||
| 37641 |
pumble-mcp
Claim
A standalone MCP server providing AI agents with full access to the Pumble mess…
|
— | ||||||||
| 37642 |
1ClickReport
Claim
40 tools for marketing analytics, campaign management, and AI monitoring across…
|
— | ||||||||
| 37643 |
workspace-tools
Claim
Sandbox workspace tools: search, file read, DB queries, integrations. Returns s…
|
— | ||||||||
| 37644 |
JFrog MCP
Claim
Read-only MCP server for JFrog Artifactory repository intelligence, enabling li…
|
— | ||||||||
| 37645 |
@scom82/topvisor-mcp
Claim
An unofficial MCP server that provides 17 tools for Yandex/Google rank tracking…
|
— | ||||||||
| 37646 |
Turn agent intent into physical parts: engineering review, measured geometry, c…
|
— | ||||||||
| 37647 |
Provides validated clinical scoring tools for AI agents via MCP, with evidence-…
|
— | ||||||||
| 37648 |
MCP Migration Advisor
Claim
Analyzes database migrations for risks like lock contention and data loss befor…
|
— | ||||||||
| 37649 |
Enables users to search and fetch PubMed biomedical literature articles through…
|
— | ||||||||
| 37650 |
Enables AI assistants to locally process images with tools for cropping, zoomin…
|
— | ||||||||