MCP Server Quality Scores
Independent quality analysis of 59785 public MCP servers
Last updated 1 hour ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1951 |
A comprehensive travel aggregation server that enables AI assistants to search …
|
B 78 5⁄5 | ||||||||
| 1952 |
Multi-provider media generation — images, video, audio, and transcription via a…
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B 78 5⁄5 | ||||||||
| 1953 |
Enables AI agents to manage Contentrain CMS content, models, and assets with au…
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B 78 5⁄5 | ||||||||
| 1954 |
KIP
Claim
Knowledge Graphs to enable memory persistence, knowledge evolution, explainable…
|
B 78 5⁄4 | ||||||||
| 1955 |
Provides AI assistants with access to 22 tools for EU trade intelligence, custo…
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B 78 5⁄5 | ||||||||
| 1956 |
Snowflake integration implementing read and (optional) write operations as well…
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B 78 5⁄5 | ||||||||
| 1957 |
Read/write Elasticsearch mcp server with many tools
|
B 78 5⁄5 | ||||||||
| 1958 |
Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP Support
|
B 78 5⁄4 | ||||||||
| 1959 |
Transform your ordinary story content into rich, detailed narratives. Enhance y…
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B 78 5⁄4 | ||||||||
| 1960 |
Enables parallel execution of shell commands and AI coding agents (Claude, Gemi…
|
B 78 5⁄5 | ||||||||
| 1961 |
MCP server for dry-run EVM transaction simulation via Crypto APIs
|
B 78 6⁄6 | ||||||||
| 1962 |
11 focused tools for structured thinking, branching, revision, and navigation.
|
B 78 5⁄5 | ||||||||
| 1963 |
Provides echo tools for testing MCP protocol functionality with message echoing…
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B 78 5⁄5 | ||||||||
| 1964 |
Enables application deployment and management on the VTP platform directly thro…
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B 78 5⁄5 | ||||||||
| 1965 |
MCP Hive is a gateway to paid commercial-grade MCP servers. Learn more at https…
|
B 78 5⁄4 | ||||||||
| 1966 |
Sonatype component intelligence: versions, security analysis, and Trust Score r…
|
B 78 6⁄6 | ||||||||
| 1967 |
TSgram: Telegram + Claude with local workspace access on your phone in typescri…
|
B 78 5⁄4 | ||||||||
| 1968 |
MCP server for Vercel — manage deployments and view build and runtime applicati…
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B 78 5⁄4 | ||||||||
| 1969 |
Enables natural language access to Brazilian treasury bond data through the Tes…
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B 78 5⁄5 | ||||||||
| 1970 |
Enables AI agents to discover and order food from multiple delivery services (D…
|
B 78 5⁄4 | ||||||||
| 1971 |
Connects Claude Desktop to your Gmail so you can start managing your inbox usin…
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B 78 5⁄5 | ||||||||
| 1972 |
Yuque MCP server with safe read/write tools for groups, group members, reposito…
|
B 78 5⁄4 | ||||||||
| 1973 |
Enables access to Jupiter Broadcasting podcast episodes through RSS feed parsin…
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B 78 5⁄5 | ||||||||
| 1974 |
An MCP server implementation that provides tools for retrieving and processing …
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B 78 5⁄5 | ||||||||
| 1975 |
Allows Claude to execute terminal commands on your computer and perform file sy…
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B 78 5⁄5 | ||||||||
| 1976 |
A Python MCP server that allows programmatic interaction to find torrents progr…
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B 78 5⁄5 | ||||||||
| 1977 |
Connects Blender to Claude AI through the Model Context Protocol, enabling AI-a…
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B 78 5⁄5 | ||||||||
| 1978 |
clawphunks
Claim
Mint and trade ClawPhunks NFTs - 10k pixel punks for AI agents. x402 payment, e…
|
B 78 5⁄4 | ||||||||
| 1979 |
MCP server for fetching web page content using Playwright headless browser, sup…
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B 78 5⁄4 | ||||||||
| 1980 |
Enables AI assistants to analyze Fantasy Premier League data, providing tools f…
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B 78 5⁄4 | ||||||||
| 1981 |
A Model Context Protocol server that provides tools for introspecting and analy…
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B 78 5⁄4 | ||||||||
| 1982 |
Enables AI agents to track, search, and retrieve their progress across projects…
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B 78 5⁄5 | ||||||||
| 1983 |
Manage your short links effortlessly with this server. Create, update, and dele…
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B 78 5⁄5 | ||||||||
| 1984 |
Indexes local and enterprise documents to provide a unified personal knowledge …
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B 78 5⁄4 | ||||||||
| 1985 |
ArcGIS MCP Server
Claim
Exposes ArcGIS Pro geoprocessing capabilities to LLMs via the arcpy library, en…
|
B 78 4⁄4 | ||||||||
| 1986 |
Enables fuzzy file searching, list filtering, and content searching using fzf's…
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B 78 5⁄5 | ||||||||
| 1987 |
Provides blockchain data access across 70+ networks including Ethereum, Solana,…
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B 78 5⁄5 | ||||||||
| 1988 |
AI agent activity logger & monitor MCP server with 20 tools. Post logs, create …
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B 78 5⁄5 | ||||||||
| 1989 |
UNO-MCP
Claim
Unified Narrative Operator MCP server — AI-powered prose expansion, repetition …
|
B 78 5⁄4 | ||||||||
| 1990 |
A MCP server for interacting with the Godot game engine, providing tools for ed…
|
B 78 5⁄4 | ||||||||
| 1991 |
Enables LLM interaction with the Macau University of Science and Technology (M.…
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B 78 5⁄4 | ||||||||
| 1992 |
Enables discovery and querying of available MCP servers from the official repos…
|
B 78 5⁄5 | ||||||||
| 1993 |
Enables control and monitoring of Tesla vehicles through the Tessie API, provid…
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B 78 5⁄5 | ||||||||
| 1994 |
Manages agent certification by tracking trust scores, capabilities, and test re…
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B 78 5⁄5 | ||||||||
| 1995 |
WhaTap MXQL CLI
Claim
Enables querying WhaTap monitoring data using MXQL (Metrics Query Language) thr…
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B 78 5⁄5 | ||||||||
| 1996 |
Zero-config MCP server for searchable documentation. Loads markdown into SQLite…
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B 78 5⁄4 | ||||||||
| 1997 |
postgres-scout-mcp
Claim
Scout your PostgreSQL databases with AI - safety features, monitoring, and data…
|
B 78 5⁄4 | ||||||||
| 1998 |
Creates deterministic, auditable vector databases from any content source with …
|
B 78 5⁄5 | ||||||||
| 1999 |
MCP Server for accessing W3C/WHATWG/IETF web specifications. Provides AI assist…
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B 78 5⁄5 | ||||||||
| 2000 |
Zero-auth developer utilities: base64, UUID, hash, JWT decode, cron parse, time…
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B 78 5⁄4 | ||||||||