MCP Server Quality Scores

Independent quality analysis of 44549 public MCP servers

44549
Discovered
29497
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2901
NigelThorne
Enables inspection and querying of Firestore data and Cloud Function logs withi…
B 77 55 78 82 N/A 27 95 90
2902
PeWu
Integrates with the WikiTree API to provide tools for exploring genealogical da…
B 77 54 78 68 N/A 50 87 97
2903
smith-nathanh
Oracle MCP Server Claim
Execute SQL queries, browse schemas, and analyze Oracle Database performance th…
B 77 55 92 63 45 81 94
2904
ifmelate
MCP server that allow LLM in agent mode builds n8n workflows for you
B 77 54 96 62 N/A 82 89 54
2905
grossiweb
toolroute Claim 1
Route AI agent tasks to the best MCP server and LLM, scored on 132+ real benchm…
B 77 54 71 68 N/A 49 95 97
2906
bighippoman
Intercept Claim 1
Give your AI the ability to read the web. Fetches URLs as clean markdown with m…
B 77 55 78 100 N/A 56 83 59
2907
hamid-vakilzadeh
Enables comprehensive academic research through the Semantic Scholar API, inclu…
B 77 55 92 72 27 81 100
2908
dappros
ethora-mcp-cli Claim
MCP server for the Ethora chat & messaging platform: chat ops, AI agents, RAG, …
B 77 55 88 62 N/A 52 80 99
2909
manasp21
Enables evolutionary solution generation and optimization using genetic algorit…
B 77 55 96 56 49 81 93
2910
nullptr-z
AI modifies a function but misses 5 callers that also need updating. crag fixes…
B 77 54 94 61 N/A 46 92 84
2911
MoussaabBadla
code-screenshot-mcp Claim 1
MCP server for generating beautiful code screenshots directly from Claude
B 77 55 90 100 N/A 42 95 41
2912
sanjaynela
House Rules Claim
Provides reusable AI assistant behavior rules as prompts and automatic git repo…
B 77 55 90 100 N/A 27 95 53
2913
haasonsaas
Provides a shared context layer for AI agent teams to improve token efficiency …
B 77 54 90 63 N/A 34 92 96
2914
MushroomFleet
MCP server for transcript processing — formatting, contextual repair & smart su…
B 77 55 96 100 N/A 50 81 39
2915
brianirish
Provides instant access to comprehensive Laravel ecosystem documentation includ…
B 77 54 84 33 N/A 79 95 97
2916
TaylorChen
Multi-MCPs Claim 1
Aggregates multiple third-party APIs into unified MCP tools, providing out-of-t…
B 77 55 90 65 41 82 96
2917
o0x1024
Enables LLMs to perform browser automation tasks including web scraping, taking…
B 77 54 78 58 N/A 62 92 94
2918
druellan
Enables access to Document360 knowledge base content through simple GET operati…
B 77 55 76 68 63 81 95
2919
twolven
Provides comprehensive stock screening capabilities through Yahoo Finance. Enab…
B 77 54 90 65 N/A 42 90 90
2920
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
2921
koopatroopa787
MCP PC Control Server Claim 1
Provides comprehensive PC control capabilities including file operations (read,…
B 77 55 94 100 N/A 25 95 48
2922
Enreign
Freshdesk MCP Server Claim 1
Enables interaction with Freshdesk API v2 to manage support tickets, contacts, …
B 77 55 96 68 55 80 76
2923
stayce
icd-mcp Claim
WHO ICD-10/ICD-11 diagnosis codes. Lookup, search, chapters via official WHO AP…
B 77 66 71 86 90 36 81 88
2924
chakradharkalle03-arch
Enables semantic search and question-answering over semiconductor component dat…
B 77 54 100 60 N/A 19 95 92
2925
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
2926
f
Search and retrieve AI prompts from prompts.chat, the social platform for AI pr…
B 77 66 78 84 92 34 69 92
2927
bitrise-io
Bitrise Claim 1
MCP Server for Bitrise, enabling app management, build operations, artifact man…
B 77 66 56 80 97 54 81 88
2928
elgentos
Enables AI agents to interact with Magento 2 development environments through c…
B 77 54 74 58 N/A 77 87 95
2929
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
2930
benjamine
Enables searching, reading, and commenting on Google Drive documents through se…
B 77 55 80 72 55 80 92
2931
Digital-Defiance
mcp-debugger Claim
Node.js and TypeScript debugging with 25+ tools for AI agents
B 77 55 71 100 N/A 51 95 58
2932
knewstimek
agent-tool Claim
Encoding-aware, indentation-smart file tools for AI coding agents. 20+ tools in…
B 77 54 76 61 N/A 69 90 90
2933
NovaAI-innovation
CSV MCP Server Claim
Enables comprehensive CSV file management including creating, editing, analyzin…
B 77 55 78 82 N/A 28 95 90
2934
laudoluxDev
lawtasksai-mcp Claim
200+ AI-powered legal research and drafting skills for attorneys — case law ana…
B 77 44 65 N/A N/A 44 95 99
2935
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
2936
psh4607
Enables AI to interact with multiple Swagger/OpenAPI specifications by listing …
B 77 55 90 60 53 82 91
2937
prandogabriel
Enables interaction with IEEE 2030.5 (SEP 2.0) Smart Energy Profile servers for…
B 77 55 96 53 48 80 99
2938
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
2939
TeamDay-AI
Connects AI assistants to SE Ranking's SEO and project management APIs to enabl…
B 77 55 90 66 50 82 89
2940
AndreaCadonna
Generates professional PDF resumes using LaTeX templates through natural langua…
B 77 55 90 60 53 81 93
2941
cmillstead
Basalt MCP Claim
A security-hardened MCP server that enables AI models to safely interact with O…
B 77 54 60 70 N/A 59 95 100
2942
100kgforest
Enables integration with SF Express shipping and logistics APIs for order manag…
B 77 55 96 67 42 81 88
2943
saturnino-adrales
Provides read-only access to Google Sheets data through OAuth 2.0 authenticatio…
B 77 55 78 75 51 81 93
2944
spideynolove
Sequential Thinking MCP server follows First principle thinking framework
B 77 54 90 58 N/A 41 92 94
2945
yamato-snow
FastMCP Claim
A TypeScript framework for building MCP servers with client session management …
B 77 55 78 71 49 81 100
2946
asmith26
jupytercad-mcp Claim 1
An MCP server for [JupyterCAD](https://github.com/jupytercad/JupyterCAD) that a…
B 77 55 63 82 N/A 63 95 78
2947
bhouston
An open source implementation of the Claude built-in text editor tool
B 77 55 84 100 N/A 51 90 47
2948
jdesl55
A local-first security system for autonomous AI agents that provides tools for …
B 77 54 78 67 N/A 53 92 90
2949
abreed05
Provides instant access to authoritative security documentation from organizati…
B 77 55 90 75 N/A 45 95 65
2950
Jacck
mcp-reasoner Claim 1
A systematic reasoning MCP server implementation for Claude Desktop with beam s…
B 77 55 100 100 45 80 39
Showing 2901–2950 of 44549 servers
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