MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 4 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3901
34892002
bilibili-mcp-js Claim 1
A MCP server that supports searching for Bilibili content. Provides LangChain i…
B 75 54 73 61 N/A 58 90 92
3902
neriousy
Gemini MCP Server Claim
Integrates Google's Gemini AI with Claude Code to provide advanced development …
B 75 55 80 60 62 82 87
3903
upascal
Enables searching for academic papers and preprints across multiple platforms i…
B 75 55 70 73 52 82 95
3904
supadata-ai
mcp Claim
Official Supadata MCP Server - Adds powerful video & web scraping to Cursor, Cl…
B 75 66 96 66 53 58 81 91
3905
davehenke
rekordbox-mcp Claim 1
MCP server for rekordbox DJ database access. Provides read-only querying of tra…
B 75 55 53 82 N/A 46 95 99
3906
Ansvar-Systems
argentine-law-mcp Claim
Argentine legislation via MCP — full-text search across statutes and provisions
B 75 66 100 93 27 52 82 91
3907
heruujoko
Enables automated GitHub Pull Request reviews using local Ollama, Cursor CLI, o…
B 75 55 90 67 28 81 96
3908
tonywmnix
Integrates with Google Tasks to enable searching, listing, creating, updating, …
B 75 55 78 63 50 82 99
3909
TenBarrel6
TestRail MCP Server Claim 2
Enables AI assistants to interact directly with TestRail instances for managing…
B 75 55 90 75 47 83 69
3910
tldv-public
lets you interact with your meeting data (to list, ask, summarize, extract - vi…
B 75 55 78 75 33 81 98
3911
pickstar-2002
Enables automated grading of student homework images using Qwen3-VL multimodal …
B 75 55 80 72 47 81 88
3912
sam2332
Generates customizable test/placeholder images as PNG files with specified dime…
B 75 54 78 72 N/A 32 90 94
3913
mintedmaterial
A production-grade TypeScript template for building Model Context Protocol (MCP…
B 75 55 72 72 48 81 97
3914
shawndrake2
FRED MCP Server Claim 1
Provides access to over 800,000 economic time series from the Federal Reserve B…
B 75 55 90 65 27 80 100
3915
ericsegovia
A basic serverless MCP server example running on Netlify Functions using Expres…
B 75 66 78 75 85 21 81 95
3916
alexwohletz
TypeScript-based MCP server designed to enhance code editing experiences by pro…
B 75 54 78 58 N/A 46 95 93
3917
jacobe603
quoteBuilderMCP Claim
Enables the generation of branded SVL equipment quote documents in .docx format…
B 75 55 72 82 N/A 27 95 88
3918
zinja-coder
apktool-mcp-server Claim
APKTool MCP Server is a MCP server for the Apk Tool to provide automation in re…
B 75 54 72 45 N/A 72 92 97
3919
noga7
Enables reading and verifying C2PA Content Credentials from images and videos t…
B 75 55 92 52 53 81 91
3920
burtthecoder
Shodan Server Claim 1
A Model Context Protocol server for querying the Shodan API and Shodan CVEDB, p…
B 75 54 73 53 N/A 61 95 93
3921
IBM
chrishayuk/mcp-cli Claim
Yet another CLI tool for testing MCP servers.
B 75 54 84 31 N/A 69 94 100
3922
shex1627
MCPMake Claim
Enables management and execution of Python scripts with automatic LLM-extracted…
B 75 55 84 100 N/A 21 95 52
3923
ExpertVagabond
volcengine Claim 1
ByteDance Volcano Engine (Doubao) MCP server
B 75 54 90 41 N/A 50 90 99
3924
dd-dent
Enables AI consciousness continuity and self-knowledge preservation across sess…
B 75 55 84 61 54 82 90
3925
Cam10001110101
This is a Model Context Protocol (MCP) server adaptation of LangChain Ollama De…
B 75 55 84 58 54 76 97
3926
mohammadnajeeb
MCP server that interfaces with the NCBI Entrez API to fetch detailed informati…
B 75 55 84 68 37 81 93
3927
Njengah
Smart Docs MCP Server Claim 1
Enables intelligent analysis of codebases to generate comprehensive documentati…
B 75 55 80 100 N/A 45 95 40
3928
drdanielbender
Enables checking domain name availability and pricing through the Porkbun API, …
B 75 55 84 60 42 81 100
3929
limklister
A Model Context Protocol server that enables LLMs to perform web searches using…
B 75 55 73 65 49 83 100
3930
scorzeth
Anki MCP Server Claim 1
A server implementation that connects to a locally running Anki, enabling card …
B 75 55 80 82 N/A 42 95 65
3931
TBosak
Specbridge Claim 1
An MCP server that automatically converts OpenAPI specifications into MCP tools…
B 75 55 59 93 46 81 90
3932
chenxiaofie
memory-mcp Claim 2
情景+实体记忆 MCP 服务,为 Claude Code 提供持久化记忆能力
B 75 54 90 33 N/A 75 90 87
3933
paolodalprato
Ollama MCP Server Claim
Enables complete local Ollama management including listing models, chatting wit…
B 75 54 94 36 N/A 52 95 94
3934
ihor-sokoliuk
SearXNG Search Claim 1
MCP server for SearXNG — privacy-respecting web search with pagination, URL rea…
B 75 55 77 46 N/A 81 82 92
3935
oghenetejiriorukpegmail
GitHub MCP Server Claim
Provides tools for interacting with GitHub's API through the MCP protocol, allo…
B 75 55 90 70 21 81 100
3936
geeknees
minesweeper-mcp Claim 1
A stdio-based MCP server that enables users to play and manage Minesweeper game…
B 75 55 86 68 31 78 99
3937
InDate
cdp-tools-mcp Claim 1
MCP server that connects AI assistants to Chrome DevTools Protocol for runtime …
B 75 54 100 25 N/A 65 95 88
3938
odei-ai
ODEI MCP Server Claim
Provides access to ODEI's constitutional knowledge graph, AI safety guardrails,…
B 75 55 72 72 59 80 91
3939
philipbloch
Summary MCP Claim
Generates AI-powered daily and weekly productivity summaries by analyzing your …
B 75 54 90 58 N/A 29 95 91
3940
marksverdhei
DHLAB MCP Server Claim
Provides access to the National Library of Norway's Digital Humanities Lab, ena…
B 75 55 66 82 48 81 91
3941
LeeSinLiang
Godot MCP Claim 1
Enables AI assistants to interact with the Godot game engine by launching the e…
B 75 55 96 100 N/A 26 95 36
3942
gr3enarr0w
Intelligently engineers and optimizes prompts for Claude Code with automatic la…
B 75 55 86 100 N/A 38 95 36
3943
celeryhq
Simplified MCP Server Claim 1
A Model Context Protocol server that enables LLMs like Claude and Cursor to man…
B 75 55 77 68 59 81 87
3944 B 75 54 72 66 N/A 54 92 90
3945
Use-Keen
Enables AI assistants to search for documentation of packages and services, pro…
B 75 55 84 72 33 81 93
3946
epaproditus
Provides tools for interacting with Gmail and Calendar APIs. This server enable…
B 75 54 90 57 N/A 38 87 94
3947
manasp21
PsiAnimator-MCP Claim
Enables quantum physics simulations and visualizations by integrating QuTip for…
B 75 54 96 36 N/A 61 95 83
3948
negokaz
Excel MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to read from and wri…
B 75 55 57 75 72 80 97
3949
wolffcatskyy
A Model Context Protocol server for home infrastructure management that provide…
B 75 55 63 68 68 80 100
3950
Payark-Inc
PayArk MCP Server Claim
Connects AI agents to Nepal's payment infrastructure through the PayArk API. It…
B 75 55 80 73 32 80 100
Showing 3901–3950 of 30006 servers
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