MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 1 day ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2851
wipiano
Provides efficient bulk analysis of GitHub issues and pull requests with 90%+ s…
B 77 55 78 66 56 81 100
2852
Hoya25
nctr-mcp-server Claim
NCTR Alliance rewards — search bounties, check earning rates, and discover comm…
B 77 66 84 61 89 47 81 90
2853
yeuxuan
Acemcp Claim
Provides code repository indexing and semantic search capabilities, allowing na…
B 77 54 84 68 N/A 32 95 96
2854
99hansling
Converts entire codebases into a single, AI-readable Markdown document with str…
B 77 54 84 63 N/A 42 95 92
2855
xplainable
Enables secure access to Xplainable AI platform capabilities for managing machi…
B 77 55 84 66 49 81 100
2856
mgsrevolver
ConsoleSpy Claim 1
A tool that captures browser console logs and makes them available in Cursor ID…
B 77 54 90 58 N/A 37 89 100
2857
aafsar
Enables AI assistants to manage tasks through a comprehensive interface with 8 …
B 77 55 94 65 28 82 100
2858
cloudbring
Enable seamless interaction with New Relic's observability platform through a u…
B 77 55 90 46 N/A 76 81 95
2859
advenimus
Provide seamless access to JW.org content including NWT Bible Content (verses, …
B 77 55 92 71 N/A 34 82 93
2860
luancamara
MCP Firebird Claim
Enables Large Language Models like Claude to access, query, analyze, and manage…
B 77 55 96 52 62 82 89
2861
Limecooler
Extracts YouTube video metadata and transcripts without requiring API keys, ena…
B 77 55 96 100 53 81 39
2862
StripFeed
mcp-server Claim
Convert any URL to clean, token-efficient Markdown for AI agents. API-backed ex…
B 77 55 72 68 75 80 94
2863
bulatko
vk Claim 1
MCP server for VK (VKontakte) API: users, walls, groups, friends, newsfeed, pho…
B 77 54 75 65 N/A 72 83 89
2864
billallison
Enables AI models to fetch text content from URLs, extract links from web pages…
B 77 55 72 76 48 82 100
2865
mrelph
Connects Claude to TeamSnap accounts to access teams, rosters, events, and avai…
B 77 55 94 68 30 81 99
2866
mcpdotdirect
Comprehensive Starknet blockchain integration with support for native tokens (E…
B 77 55 78 61 71 82 93
2867
iamvillain
A unified development tool for RedM that provides access to RDR3 discoveries, f…
B 77 54 90 61 N/A 24 95 100
2868
bolivian-peru
baozi-mcp Claim
68 tools for AI agents to interact with Solana prediction markets on Baozi.bet
B 77 55 66 75 N/A 58 95 89
2869
orzcls
A Windows-compatible Model Context Protocol server that enables AI assistants t…
B 77 55 90 100 N/A 48 95 36
2870
spre-sre
Lumino MCP Server Claim
AI-powered SRE observability for Kubernetes/OpenShift with 40+ Tekton debugging…
B 77 54 88 31 N/A 75 95 100
2871
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
2872
truls27a
Favro MCP Claim 2
An MCP server for interacting with the Favro project management platform. It en…
B 77 55 61 82 66 82 95
2873
qpd-v
File Deletion Claim 1
A Model Context Protocol (MCP) server that provides file deletion capabilities,…
B 77 55 90 100 N/A 37 95 46
2874
M1Vision
Enables interaction with fal.ai AI models through MCP, supporting model discove…
B 77 55 78 76 50 82 94
2875
DanyelKirsch
Git MCP Server Claim 1
Provides comprehensive Git functionality to MCP clients, enabling users to mana…
B 77 54 90 58 N/A 39 87 100
2876
MikeRecognex
mcp-codebase-index Claim
Structural codebase indexer with 17 query tools. 87% token reduction. Zero depe…
B 77 54 100 22 N/A 70 94 100
2877
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
2878
joemclo
Enables users to search UK property prices by postcode, street, or city using t…
B 77 55 90 61 63 80 88
2879
shaharia-lab
mcp-tools Claim
Tools for MCP (Model Context Protocol) written in Go
B 77 54 84 55 N/A 59 95 90
2880
bobvasic
Gemini MCP Server Claim
Integrates Google Gemini AI into Warp terminal workflows through three focused …
B 77 54 90 55 N/A 46 95 90
2881
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
2882
openpharma-org
PubMed MCP Server Claim
Enables AI assistants to search and retrieve biomedical research articles from …
B 77 55 94 60 52 82 91
2883
ncsound919
Enables auto-configuration and validation of React components against a glassmo…
B 77 54 86 58 N/A 53 92 92
2884
ZubeidHendricks
YouTube MCP Server Claim
This server allows AI language models to interact with YouTube content through …
B 77 55 100 63 33 77 99
2885
Evan7198
Enables AI assistants to perform DMA-based memory operations through PCILeech h…
B 77 54 96 60 N/A 28 95 92
2886
KaranThink41
Post messages to Google Chat spaces effortlessly using webhooks. Integrate seam…
B 77 55 90 65 N/A 41 81 100
2887
psh4607
Enables AI to interact with multiple Swagger/OpenAPI specifications by listing …
B 77 55 90 60 53 82 91
2888
GIT-Viz-Team
GitViz MCP Claim
Visualizes Git history and commit logs with before/after animations for operati…
B 77 54 68 68 N/A 55 95 97
2889
ahmaddioxide
image-resolver Claim 1
MCP server for context-aware royalty-free image search from Pexels and Unsplash
B 77 55 67 100 N/A 60 83 71
2890
StacklokLabs
ocireg-mcp Claim
An SSE-based MCP server that allows LLM-powered applications to interact with O…
B 77 55 76 53 79 82 100
2891
Memphora
Memphora Claim
Add persistent memory to AI assistants. Store and recall info across conversati…
B 77 54 90 68 N/A 42 81 96
2892
satyamkumar420
YT-NINJA Claim
Enables AI-powered YouTube video analysis including transcript management, vide…
B 77 55 94 65 30 81 100
2893
flexprice
flexprice Claim
Official flexprice MCP Server
B 77 55 74 70 58 83 98
2894
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
2895
Arize-ai
Converts natural language queries into valid GraphQL queries and executes them …
B 77 55 78 82 33 86 92
2896
domdomegg
Google Maps Places Claim
Allow AI systems to search for places and get business info via Google Maps Pla…
B 77 54 88 70 N/A 55 75 91
2897
supremehyo
MCP Appium Claim 1
Enables AI agents to automate Android mobile device testing through Appium, wit…
B 77 55 80 91 N/A 45 95 61
2898
zhendi
test-1 Claim
test-1
B 77 55 90 66 47 80 95
2899
crystaldba
postgres-mcp Claim
All-in-one MCP server for Postgres development and operations, with tools for p…
B 77 54 88 31 N/A 77 95 97
2900
kontext-dev
One connection for all your MCP servers.
B 77 54 84 41 N/A 69 92 100
Showing 2851–2900 of 30006 servers
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