MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 35 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46201
lkyprogramer
A Codex MCP server that provides low-token Java semantic navigation using sourc…
N/A N/A 95
46202
oscarthedev15
A Model Context Protocol (MCP) server for interacting with the Sepolia Ethereum…
N/A N/A
46203
Patent-PreCheck
Patentability pre-check for code — USPTO statutory pillar scores (§101 eligibil…
46204
laszlopere
mcp-kodi Claim
Control a Kodi media player over its JSON-RPC API — transport, volume, library …
N/A N/A C
46205
usephedm
A template for deploying MCP servers on Vercel with serverless functions. Inclu…
81
46206
dealgo-systems
Runtime decision firewall for AI agents that exposes the CSC engine as an MCP s…
46207
Ajay-Kumar64
Provides tools for RAG-based financial document retrieval, financial calculatio…
46208
Tchoow
Enables querying and managing Rybbit Analytics directly from Claude Code, with …
N/A N/A
46209
Adity-star
An MCP server that enables AI agents to fetch real-time cryptocurrency prices a…
N/A N/A
46210
seligj95
Enables a stateless, horizontally scaled MCP server using the 2026-07-28 specif…
46211
Linked-Layer
An MCP server that provides a permission-aware context layer over team tools, e…
46212
Keldrik
Provides a human approval gate for AI agents, enabling interactive inline cards…
46213
AKSHAYBITLINGU
Tracks and manages personal expenses with tools to add, view, filter by categor…
N/A N/A
46214
RyanWang945
FastMCP server for querying FRED financial and macroeconomic data, providing to…
46215
hdmt
A Model Context Protocol server that enables managing Shopify store operations …
46216
ratbyte
RX-Radar Claim
[![smithery badge](https://smithery.ai/badge/ratbyte/rxradar)](https://smithery…
81
46217
Rutvikmerai
Enables natural language querying of healthcare claims data by exposing a SQLit…
N/A N/A
46218
VolkanSah
A secure multi-LLM gateway with dual REST and MCP interfaces, enabling tool-gat…
46219
cygnusyang
Enables Claude to read and analyze project schedule files in OmniPlan (.oplx) a…
N/A N/A
46220
qinisolabs
sanctionwise Claim
Screens names against the official UK FCDO Sanctions List to identify possible …
N/A N/A
46221
liyixin21
Remote MCP server providing access to Jina Reader, Embeddings, and Reranker API…
46222
good-gis
Enables managing Docker containers (run, list, stop, remove, view logs) through…
N/A N/A
46223
kaivalyapowale
Enables AI assistants to securely access Okta Identity Governance APIs for mana…
46224
stanlink-games
Provides a retrieval/MCP knowledge server for the Unreal Engine Python API, ena…
46225
trip2g
trip2g Claim
Self-hosted knowledge mesh with built-in MCP server enabling AI agents to searc…
46226
845340126
tdx-mcp Claim
基于通达信行情服务器的 MCP Server,为 AI 助手提供实时 A 股、期货、港股等行情数据及技术指标。
46227
mmorey
Connects AI assistants to the Runn.io resource planning platform to manage proj…
81
46228
eh24905-wiz
gcal-mcp Claim
A Model Context Protocol (MCP) server for read-only Google Calendar integration…
46229
Axis-Data-Labs
A minimal, production-ready starter for building Model Context Protocol servers…
81
46230
Ntzy123
Enables text-only AI models to analyze images via local Ollama multimodal model…
N/A N/A
46231
Snack-JPG
ghl-mcp Claim
MCP server for GoHighLevel API v2 that provides 50+ tools for CRM, billing, mar…
46232
mohsenil85
jobkit-mcp Claim
MCP server for managing job application materials, including resume compilation…
N/A N/A
46233
xiangaoole
autoglm-mcp Claim
Enables AI agents to analyze and interact with Android phone screens via ADB, u…
N/A N/A
46234
serifcolakel
A TypeScript-based MCP server that integrates with Swagger/OpenAPI specificatio…
46235 N/A N/A 95
46236
Citadel-Cloud-Management
An MCP server that exposes Terraform CLI operations as tools for Claude and oth…
N/A N/A
46237
dgdev25
Mesh MCP Claim
Mesh is an MCP server that lets Claude Code, Codex CLI, and Gemini CLI call oth…
46238
Mfrostbutter
Enables interaction with ConnectWise Manage through 45 tools across Service, Op…
46239
comeonzhj
Automatically extracts actionable methodologies from articles and URLs, stores …
N/A N/A
46240
nalugomesv
MCP server that provides book recommendation tools, allowing an AI agent to sea…
N/A N/A
46241
blue03183
Centralized MCP server for spec-driven AI agent workflows, enabling isolated fe…
N/A N/A
46242
googlecolab
colab-mcp Claim
Bridges a local agent to a Colab session in the browser, enabling seamless inte…
46243
GitJuhb
Enables comprehensive management of Zellij terminal workspace sessions, includi…
N/A N/A
46244
cyanheads
Search ReliefWeb humanitarian reports, disasters, jobs, training, and country p…
46245
xue20010808
r3adfile_mcp Claim
Search and browse local files with flexible pattern matching and fast full-text…
N/A N/A 95
46246 81
46247
iamfiscus
Provides D3 visualization documentation, chart recommendations, and code genera…
46248
Fascinax
Inspectra Claim
Enables hybrid code audits using MCP tools across 12 domains, producing structu…
N/A N/A
46249
Ejb503
Enable AI agents to interact with Reddit by reading posts, creating content, an…
N/A N/A 95
46250
solitraderbusiness
tsetmc-mcp Claim
An MCP server that provides live Tehran Stock Exchange data, including quotes, …
N/A N/A
Showing 46201–46250 of 66518 servers
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