MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 4 hours, 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 32951 |
twscrape-twitter-mcp
Claim
MCP server to read X (Twitter) posts, threads, replies, quotes, and search usin…
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| 32952 |
mcp
Claim
Artifact store for AI agents. Hosted OAuth at mcp.artifacta.io/mcp; local stdio…
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| 32953 |
LogSentry MCP
Claim
Enables AI-powered centralized log monitoring and Q\&A for GCP Java microservic…
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| 32954 |
mcp-pagure
Claim
Enables AI assistants to manage issues, pull requests, and projects on Pagure i…
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| 32955 |
gobbler-mcp
Claim
Converts YouTube videos, audio, documents, and web pages to clean markdown with…
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| 32956 |
MCP server for the Codabench REST API — drives a full ML-benchmark participant …
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| 32957 |
ctalk
Claim
Enables coworkers to register profiles, ask questions, check inboxes, propose d…
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| 32958 |
docker-helper-ai-mcp
Claim
docker-helper-ai-mcp MCP server by MEOK AI Labs
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| 32959 |
survey-builder-ai-mcp
Claim
AI-powered survey builder ai MCP server for agents. Supports create survey, val…
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| 32960 |
MCPCloud
Claim
A self-hosted MCP gateway that lets you write Python functions and register the…
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| 32961 |
Postgres MCP Pro
Claim
An open-source MCP server that provides AI agents with advanced PostgreSQL capa…
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| 32962 |
geopera-mcp
Claim
MCP server for the Geopera geospatial data platform that enables AI agents to d…
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| 32963 |
MCP server for interacting with Mural's public API, enabling browsing and manag…
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| 32964 |
n8n-mcp
Claim
An MCP server for n8n that gives AI agents tools for generating workflows, lint…
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| 32965 |
code-tools-mcp
Claim
Enables file reading with pagination and regex-based code search across a codeb…
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| 32966 |
Generate images from text using advanced AI models. Learn more about jigsawstac…
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| 32967 |
education-mcp
Claim
Generates educational content like quizzes, lesson plans, flashcards, and gradi…
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| 32968 |
smart-read-mcp
Claim
Provides a universal read path for agents to extract facts, metadata, and prove…
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| 32969 |
lu
Claim
lu.ma events MCP server with draft+confirm safety, audit logging, and prompt-in…
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| 32970 |
gridually-mcp
Claim
Compare flashcard apps, spatial memory science, and aphantasia learning guides.
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| 32971 |
Self-hosted GitHub MCP server. PAT auth, stdio transport, transport-agnostic so…
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| 32972 |
Readedit
Claim
MCP server that combines Read+Edit file operations into single tool calls. 80-9…
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| 32973 |
Context Weaver
Claim
An MCP server that gives LLMs read-only access to Microsoft Project Online (Pro…
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| 32974 |
mcp-server
Claim
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| 32975 |
community-ff-mcp
Claim
Enables AI-assisted FlutterFlow development by reading, exploring, and understa…
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| 32976 |
XRPL-Utilities
Claim
XRPL data tools for AI agents: wallet classifier, signals, RWA tracker, ETF flo…
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| 32977 |
Study Bible MCP Server
Claim
Enables deep Bible study through tools for original language lexicons, morpholo…
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| 32978 |
Self-hosted web search that reports how much of each answer to believe
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| 32979 |
travel-deals-mcp
Claim
Travel Deals MCP is a Model Context Protocol server that lets AI agents search …
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| 32980 |
Model Ledger
Claim
Model inventory and governance: trace deployed models and their dependencies as…
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| 32981 |
mcp-server-zendesk
Claim
Enables AI assistants to search tickets, manage tags, create tickets, inspect a…
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| 32982 |
js-reverse-analyzer
Claim
Provides JavaScript reverse engineering capabilities including static analysis,…
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| 32983 |
health-api
Claim
Clinical AI for lab analysis, biomarker scoring, health narratives, and risk in…
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| 32984 |
cic-mcp-session
Claim
Stores and serves a single conversation/session context for CIC agents, providi…
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| 32985 |
A Model Context Protocol server that enables interaction with Atlassian product…
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| 32986 |
Crossmint HR Airdrop MCP
Claim
Helps corporate HR teams airdrop Solana tokens to employees with support for ro…
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| 32987 |
mcp-perforce-server
Claim
MCP server for Perforce version control with safe defaults, structured JSON res…
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| 32988 |
Weather MCP Server
Claim
Provides weather forecast data from the US National Weather Service API through…
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| 32989 |
Slack Server with OAuth
Claim
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| 32990 |
Easy MCP RAG
Claim
An MCP server for RAG using Qdrant that automatically indexes documents from di…
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| 32991 |
Lore
Claim
An MCP server that captures and retrieves team decisions and facts from Slack w…
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| 32992 |
pdf-translate MCP
Claim
Local MCP server for Claude Desktop that translates PDF files using a pipeline …
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| 32993 |
near-liquid-staking
Claim
A Model Context Protocol (MCP) server for interacting with liquid staking proto…
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| 32994 |
The authority for ranking APIs for AI agents. CLIRank scores 389 APIs on 8 agen…
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| 32995 |
nexudus-mcp
Claim
Enables natural language booking and management of rooms in Nexudus coworking s…
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| 32996 |
Enables MCP-compatible assistants to execute Python code, files, and notebooks …
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| 32997 |
else_when
Claim
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| 32998 |
Hacker News MCP Server
Claim
A read-only MCP server that enables browsing stories, reading comments, searchi…
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| 32999 |
obsidian-mcp
Claim
Single-container MCP server for an Obsidian vault, providing 14 tools to manage…
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| 33000 |
LLM Council MCP
Claim
Enables Claude Code to consult external LLMs (GPT, Gemini) through multi-turn s…
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