MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 1 hour, 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44951 |
wigolo
Claim
Provides local-first web intelligence over MCP with tools for search, fetch, cr…
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| 44952 |
GoPeak
Claim
Enables AI assistants to edit, run, inspect, and fix Godot 4 projects through a…
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| 44953 |
tiktapdown-mcp
Claim
TikTok creator toolkit MCP — download videos without watermark, get curated 15-…
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| 44954 |
bhe_mcp
Claim
Connects LLMs to BloodHound Enterprise for natural language attack path analysi…
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| 44955 |
simple_mcp_demo
Claim
A secure, local communication runtime bridge that interfaces a cloud-based Larg…
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| 44956 |
my-first-mcp
Claim
A local MCP server that connects Claude Desktop to execute custom local code, s…
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| 44957 |
doc-splitter
Claim
Conceptual document splitter that parses PDF/DOCX into study-sized chunks with …
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| 44958 |
mcp-bundestag-de
Claim
Enables searching and retrieving documents, activities, and plenary protocols f…
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| 44959 |
ComfyUI-Agent-Bridge
Claim
Enables an external coding agent to exchange text and images with ComfyUI workf…
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| 44960 |
wxpush-mcp
Claim
Wraps WeChat push capability as MCP tools, allowing users to send WeChat templa…
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| 44961 |
consulting-mcp-server
Claim
Exposes RAG and document intelligence pipelines as 8 composable tools for MCP-c…
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| 44962 |
UniFi Network MCP Server
Claim
Exposes the UniFi Network Integration API as tools for managing sites, devices,…
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| 44963 |
Spaceflight News MCP
Claim
Enables AI agents to access spaceflight news data through the Pipeworx MCP gate…
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| 44964 |
x402 Notary MCP
Claim
Cryptographic receipts for AI outputs — signed, chain-anchored, $0.001/call
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| 44965 |
CLAWD Wallet
Claim
A unified MCP server providing x402 payments, TAP identity verification, referr…
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| 44966 |
mcp-keycloak
Claim
A Model Context Protocol (MCP) server that provides a natural language interfac…
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| 44967 |
cos MCP server
Claim
Enables container orchestration on the local Docker daemon, allowing management…
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| 44968 |
ServalSheets
Claim
Production-grade Google Sheets MCP server with 25 tools, 410 actions, safety ra…
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| 44969 |
canvas-mcp
Claim
Enables AI agents to interact with Canvas LMS via its REST API for reading cour…
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| 44970 |
dataverse-mcp-server
Claim
MCP server for Microsoft Dataverse API with safe-by-default configuration. Work…
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| 44971 |
antibrowser-mcp
Claim
Enables LLM agents to browse and interact with web pages using a stealth Chromi…
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| 44972 |
An AI-powered documentation navigator that enables intelligent search, summariz…
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| 44973 |
DefiLlama MCP Server
Claim
Enables AI agents to interact with DefiLlama's DeFi data aggregator, providing …
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| 44974 |
mache
Claim
IDE-style navigation for structured data — code, JSON, YAML. Jump to definition…
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| 44975 |
Compra Ágil MCP Server
Claim
Enables AI agents to query, filter, and audit Chilean government procurement pr…
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| 44976 |
Newsletter Generator
Claim
Generates structured newsletters with 8 sections using AI and provides NLP anal…
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| 44977 |
Cellosaurus MCP Server
Claim
Enables searching and retrieving detailed information about cell lines from the…
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| 44978 |
linkedin-analyzer
Claim
Analyzes LinkedIn profiles for specific companies and roles to extract career p…
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| 44979 |
A2UI MCP Server
Claim
Enables Claude Code to generate and preview rich user interfaces via the A2UI p…
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| 44980 |
frida-mcp
Claim
Enables dynamic instrumentation of processes by attaching Frida, loading JavaSc…
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| 44981 |
carbonstop-mcp
Claim
MCP server enabling AI assistants to automatically perform carbon footprint mod…
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| 44982 |
mcp-korean-spell
Claim
Provides Korean spell checking and grammar correction via a single tool. It int…
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| 44983 |
OpenFDA MCP Server
Claim
MCP server providing access to U.S. FDA public datasets including drugs, medica…
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| 44984 |
hsn-classifier-mcp
Claim
Indian HSN/GST code lookup by description (4,676 entries)
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| 44985 |
fichapao-mcp-server
Claim
MCP server for managing bakery recipe technical sheets with Postgres. Enables A…
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| 44986 |
A pure-AI cognitive extension that forces standard 3-Layer Validation to preven…
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| 44987 |
VPS MCP Server
Claim
Enables remote command execution, scripting, file operations, and persistent tm…
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| 44988 |
deeptap-mcp
Claim
MCP server to configure and verify iOS Universal Links and Android App Links vi…
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| 44989 |
mcp-ssh-tool
Claim
A Model Context Protocol (MCP) SSH client server that provides autonomous SSH o…
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| 44990 |
A Node.js MCP server that enables image understanding by calling the MIMO multi…
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| 44991 |
DirForge
Claim
Read-only directory listing web app with a built-in MCP server: directory brows…
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| 44992 |
remnawave-mcp-server
Claim
MCP server for Remnawave panel API. Manage VPN users, nodes, hosts, and system …
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| 44993 |
China-Central-Policy-MCP
Claim
Facilitates retrieval and parsing of Chinese central government policies from g…
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| 44994 |
ai-books-mcp-server
Claim
Extends large language model context length up to 60 times using gravitational …
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| 44995 |
test
Claim
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| 44996 |
libvirt-mcp
Claim
Enables management of KVM/QEMU virtual machines on remote libvirt hosts via SSH…
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| 44997 |
OpenFinClaw CLI
Claim
Enables quant research, strategy generation, backtesting, and paper trading fro…
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| 44998 |
neon-guard-mcp
Claim
A security proxy for Neon's MCP server that allows AI agents to create and mana…
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| 44999 |
karate-graph-mcp
Claim
Enables analysis of Karate framework feature files, extracting dependencies and…
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| 45000 |
vibecode-checker
Claim
MCP server that enables AI coding tools to scan projects for security vulnerabi…
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