MCP Server Quality Scores

Independent quality analysis of 44526 public MCP servers

44526
Discovered
29496
Scored
2111
Verified
16952
Complete

Last updated 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2501
realboost
Enables AI agents to interact with Twenty CRM data through GraphQL and REST API…
B 77 55 92 65 40 80 99
2502
NickBolles
mcp-googletasks Claim
B 77 54 70 71 N/A 45 95 100
2503
JaviEzpeleta
Gmail MCP Server Claim
Enables AI assistants to interact with Gmail through OAuth2 authentication, all…
B 77 55 94 68 35 81 92
2504
druellan
Enables access to Document360 knowledge base content through simple GET operati…
B 77 55 76 68 63 81 95
2505
n8nKOR
n8n-workflow-mcp Claim
이젠 n8n workflow도 vibe 하게🚀 n8n workflow assistant mcp server
B 77 54 78 58 N/A 67 92 87
2506
PabloLION
MCP Echo Env Claim
Echoes environment variables (PWD and WORKSPACE_SLUG) to verify that MCP client…
B 77 55 60 87 N/A 35 95 100
2507
GoRakuDo
Yomitan MCP Server Claim
Provides AI agents with direct access to local Yomitan dictionary databases for…
B 77 54 70 63 N/A 74 92 89
2508
entire-vc
evc-spark-mcp Claim 1
Search and discover AI agents, skills, prompts, bundles and MCP connectors from…
B 77 55 72 100 54 81 71
2509
bbusenius
FI-MCP Claim 2
Provides AI assistants with access to 30+ validated financial independence calc…
B 77 55 96 100 N/A 42 95 30
2510
tobedoit
Enables AI assistants to create and manage Google Calendar events with OAuth2 a…
B 77 55 86 67 52 81 91
2511
rossshannon
Weekly Weather MCP server which returns 7 full days of detailed weather forecas…
B 77 55 84 68 56 83 89
2512
f
Search and retrieve AI prompts from prompts.chat, the social platform for AI pr…
B 77 66 78 84 92 34 69 92
2513
MushroomFleet
MCP server for transcript processing — formatting, contextual repair & smart su…
B 77 55 96 100 N/A 50 81 39
2514
ikoskela
wisepanel-mcp Claim
Multi-agent deliberation with divergent context enhancement. Roles are dynamica…
B 77 54 90 61 50 83 94
2515
mcpdotdirect
Comprehensive Starknet blockchain integration with support for native tokens (E…
B 77 55 78 61 71 82 93
2516
Talljack
mcp_server_trending Claim 1
Track tech trends across GitHub, Hacker News, Product Hunt, npm, PyPI, arXiv, a…
B 77 55 72 91 N/A 74 95 50
2517
ngc-shj
Ollama MCP Server Claim 1
A bridge that enables Claude Code to interact with local Ollama instances for t…
B 77 55 90 100 50 82 48
2518
prandogabriel
Enables interaction with IEEE 2030.5 (SEP 2.0) Smart Energy Profile servers for…
B 77 55 96 53 48 80 99
2519
talentedmrweb
Provides Claude Desktop with direct access to your local file system for develo…
B 77 55 90 91 N/A 44 95 48
2520
ExpertVagabond
ZetaChain universal blockchain MCP server
B 77 54 90 61 N/A 59 84 88
2521
kumarprobeops
MCP server for running infrastructure diagnostics from 6 global regions. It pro…
B 77 54 72 72 N/A 57 82 100
2522
tanevanwifferen
UseScraper MCP Server Claim 2
A TypeScript-based MCP server utilizing the UseScraper API to provide web scrap…
B 77 55 96 68 37 82 91
2523
psh4607
Enables AI to interact with multiple Swagger/OpenAPI specifications by listing …
B 77 55 90 60 53 82 91
2524
miottid
Todoist MCP Claim
Enables LLMs to interact with Todoist for comprehensive task and project manage…
B 77 55 86 65 49 81 96
2525
ofershap
npm-search Claim 1
npm search MCP — find packages, view details, compare, check downloads.
B 77 55 76 100 N/A 58 95 46
2526
NastyRunner13
Enables AI assistants to search YouTube for videos, channels, and playlists whi…
B 77 55 88 71 39 82 94
2527
francofuji
UnCorreoTemporal Claim
Temporary email for AI agents: create inboxes, wait for emails, extract OTPs, v…
B 77 54 58 86 N/A 58 83 99
2528
apolosan
Provides intelligent design pattern recommendations using semantic search throu…
B 77 54 100 38 N/A 55 95 92
2529
Augmented-Nature
PDB-MCP-Server Claim 1
A Model Context Protocol (MCP) server that provides access to the Protein Data …
B 77 55 100 61 N/A 34 82 94
2530
dan1d
cobroya Claim
Mercado Pago payments for AI agents: payment links, search, refunds, merchant i…
B 77 55 76 70 N/A 76 72 94
2531
palewire
datawrapper-mcp Claim
Enables AI assistants to create, update, publish, and manage Datawrapper charts…
B 77 55 62 82 60 83 97
2532
tontoko
Enables token-optimized browser automation with Playwright, featuring batch exe…
B 77 55 86 58 79 80 84
2533
TopazLabs
topaz-mcp Claim
AI image enhancement (upscaling, denoising, sharpening) via Topaz Labs API. Sup…
B 77 55 84 73 49 82 89
2534
iamvillain
A unified development tool for RedM that provides access to RDR3 discoveries, f…
B 77 54 90 61 N/A 24 95 100
2535
janreges
Extracts essential code structure from large codebases into AI-digestible forma…
B 77 54 84 52 N/A 70 89 90
2536
buhe
mcp-rss Claim
MCP RSS is a Model Context Protocol (MCP) server for interacting with RSS feeds
B 77 54 84 62 N/A 52 95 83
2537
tuannvm
codex-mcp-server Claim 1
Bridges Claude and OpenAI's Codex CLI for AI-powered code analysis, generation,…
B 77 55 71 100 N/A 46 95 61
2538
felixdorn
mcp-nix Claim
Access the Nix ecosystem (Nixpkgs, NixOS, Home Manager, nix-darwin, nixvim, nix…
B 77 54 76 60 N/A 58 95 95
2539
Lee-Becky
mcp-google-ads Claim
B 77 54 76 66 N/A 44 95 95
2540
AndreaCadonna
Generates professional PDF resumes using LaTeX templates through natural langua…
B 77 55 90 60 53 81 93
2541
team-telnyx
telnyx Claim
Official TypeScript library for the Telnyx API
B 77 54 92 35 N/A 89 83 90
2542
greatSumini
nanobanana-api-mcp Claim 1
B 77 54 80 72 N/A 47 90 89
2543
line
line-bot-mcp-server Claim 1
MCP Server for Integrating LINE Official Account
B 77 55 61 71 87 81 93
2544
mnemox-ai
Structured 3-layer memory system (trades → patterns → strategy) for AI trading …
B 77 54 72 60 82 89 88
2545
wheattoast11
Provides tools to interact with RunwayML and Luma AI APIs for video and image g…
B 77 55 96 77 23 81 93
2546
spre-sre
lumino-mcp-server Claim
AI-powered SRE observability for Kubernetes and OpenShift with 40+ tools for Te…
B 77 54 88 31 75 95 100
2547
akhilthomas236
Jenkins MCP Server Claim
Enables AI assistants to interact with Jenkins CI/CD systems for build manageme…
B 77 55 84 68 46 82 95
2548
niyogi
render-mcp Claim
Interact with Render (https://render.com) and easily deploy your services
B 77 55 90 66 40 81 100
2549
Doist
Enable your LLM to interact seamlessly with Todoist by connecting to this serve…
B 77 54 71 63 N/A 63 92 96
2550
elminson
TOON MCP Server Claim
Enables users to convert structured data into Token-Oriented Object Notation (T…
B 77 55 90 60 58 80 91
Showing 2501–2550 of 44526 servers
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