MCP Server Quality Scores

Independent quality analysis of 69027 public MCP servers

69027
Discovered
→
33753
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4951
jmtroller
US business bankruptcy MCP: filings, dockets, documents, case summaries. Free t…
B 74 6⁄6 ◉ ⏳ 90 72 71 21 81 94
4952
TigranPetosyants
Trading MCP Server ⚡ Claim
Provides a comprehensive suite of 20 tools for cryptocurrency trading and techn…
B 74 5⁄5 ◉ ⏳ 78 75 — 26 80 100
4953
AndreyVMarkelov
MCPulse Claim
JMeter Sampler plugin to load-test MCP stdio servers (Model Context Protocol).
B 74 5⁄4 ◉ ⏳ 90 35 N/A 41 95 100
4954
bifrost-mcp
Connects AI agents to the Rippling HR/IT/Finance platform to query employees, m…
B 74 5⁄5 ◉ ⏳ 66 72 — 50 80 97
4955
piersdd
A token-efficient MCP server for managing Cloudflare DNS zones and records with…
B 74 5⁄5 ◉ ⏳ 66 75 — 53 83 90
4956
martinchen448
SearXNG MCP Server ⚡ Claim 1
Integrates with SearXNG metasearch engine to provide powerful web search capabi…
B 74 5⁄5 ◉ ⏳ 78 57 — 51 82 96
4957
itseasy21
mcp-knowledge-graph ⚡ Claim 1
B 74 5⁄5 ◉ ⏳ 90 82 N/A 46 95 40
4958
renl
Meshimize ⚡ Claim 2
MCP server for the Meshimize agent communication platform: Q\&A groups, messagi…
B 74 5⁄4 ◉ ⏳ 57 75 — 60 83 99
4959
Doriandarko
Provides web search capabilities to Claude AI using the Anthropic API, allowing…
B 74 5⁄5 ◉ ⏳ 94 100 — 23 78 52
4960
geored
Lumino ⚡ Claim
About AI/ML-powered diagnostic engine for SRE Observability on Konflux and Open…
B 74 5⁄4 ◉ ⏳ 88 31 N/A 58 90 100
4961
geldata
Gel MCP Server ⚡ Claim
Enables AI coding agents to interact with Gel databases by executing queries, t…
B 74 5⁄4 ◉ ⏳ 88 47 N/A 44 95 90
4962
lupuletic
onyx-mcp-server ⚡ Claim 1
Connect your MCP-compatible clients to Onyx AI knowledge bases for enhanced sem…
B 74 5⁄5 ◉ ⏳ 84 100 — 62 80 34
4963
GeneralJerel
Chess MCP ⚡ Claim
Play interactive chess games through conversation with move validation, Stockfi…
B 74 5⁄4 ◉ ⏳ 84 61 N/A 24 95 94
4964
izharikov
Sitecore Send ⚡ Claim
Unofficial Sitecore Send MCP Server.
B 74 5⁄5 ◉ ⏳ 74 67 — 41 80 100
4965
Vooster-AI
GitHub Fetcher ⚡ Claim 1
Fetch file contents and browse directory trees from GitHub repositories. Locate…
B 74 5⁄4 ◉ ⏳ 72 58 N/A 50 92 95
4966
piskunproject
Connects Claude Desktop and other MCP clients directly to Notion with secure SS…
B 74 5⁄5 ◉ ⏳ 84 66 — 52 80 82
4967
huchunlinnk
Provides Kubernetes cluster management capabilities through natural language vi…
B 74 5⁄5 ◉ ⏳ 80 66 — 45 81 90
4968
kontext-dev
Browse the web, directly from Cursor etc.
B 74 5⁄5 ◉ ⏳ 77 53 N/A 74 81 90
4969
amxkifir
Enables browsing, searching, and downloading Pixiv content including illustrati…
B 74 5⁄5 ◉ ⏳ 80 72 — 42 82 85
4970
Atomic-Germ
Enables consulting with local Ollama models for reasoning from alternative view…
B 74 5⁄5 ◉ ⏳ 84 82 — 71 81 44
4971
anavvathi
BridgeContext is a productivity tool designed to capture and transfer conversat…
B 74 5⁄4 ◉ ⏳ 90 27 N/A 64 89 98
4972
ajmastra
Connects Claude to Todoist to intelligently parse meeting notes into actionable…
B 74 5⁄5 ◉ ⏳ 60 72 — 67 82 94
4973
abhi12299
Provides tools for date-time manipulation, including timezone conversion and ar…
B 74 5⁄5 ◉ ⏳ 60 100 — 30 83 87
4974
sylweriusz
Neo4j Memory Server ⚡ Claim 1
Provides AI assistants with persistent graph-based memory capabilities using Ne…
B 74 5⁄5 ◉ ⏳ 54 100 — 54 81 79
4975
AiAgentKarl
solana-mcp-server ⚡ Claim
Solana blockchain data for AI agents — wallet balances, token prices, DeFi yiel…
B 74 4⁄4 ◉ ⏳ 66 N/A N/A 30 95 94
4976
GatienBoquet
Jules MCP Server ⚡ Claim
Connects AI coding assistants to the Jules API for autonomous coding sessions. …
B 74 5⁄5 ◉ ⏳ 80 73 — 25 81 99
4977
hongnoul
mit-dining ⚡ Claim
Real-time MIT dining hall menus with dietary filtering across all 6 halls
B 74 5⁄4 ◉ ⏳ 66 68 N/A 38 92 100
4978
apitable
AITable.ai Model Context Protocol Server enables AI agents to connect and work …
B 74 5⁄5 ◉ ⏳ 76 100 — 49 81 50
4979
gregkonush
MCP Obsidian ⚡ Claim 1
A server implementation that allows AI assistants to read, create, and manipula…
B 74 5⁄4 ◉ ⏳ 66 70 N/A 34 95 95
4980
dreamnear
A framework for building and querying temporally-aware knowledge graphs that al…
B 74 5⁄5 ◉ ⏳ 78 65 — 44 81 97
4981
quinny1187
Enables direct file system access to Obsidian vaults with auto-discovery, full-…
B 74 5⁄4 ◉ ⏳ 84 56 N/A 23 95 100
4982
samanhappy
mcphub ⚡ Claim
A unified hub for centrally managing and dynamically orchestrating multiple MCP…
B 74 5⁄4 ◉ ⏳ 90 38 N/A 92 90 64
4983
pushkarsingh32
The official MCP server for Semantic Pen - an advanced AI article generator and…
B 74 5⁄5 ◉ ⏳ 88 100 — 23 81 56
4984
hridaya423
conductor-tasks ⚡ Claim
A task management system designed for AI development
B 74 5⁄4 ◉ ⏳ 64 62 N/A 55 92 97
4985
irskep
persistproc ⚡ Claim
MCP server + command line tool that allows agents to see & control long-running…
B 74 5⁄4 ◉ ⏳ 88 38 N/A 66 92 87
4986
manju07
Provides secure file read and write operations within a sandboxed directory, al…
B 74 5⁄4 ◉ ⏳ 84 58 N/A 19 95 100
4987
riotofgeese
Gemini MCP Server ⚡ Claim
Provides access to Google's Gemini API for multi-turn conversations and image g…
B 74 5⁄5 ◉ ⏳ 84 72 — 25 81 92
4988
TRZLedgerFoundation
Provides tools and prompts for Trezoa blockchain development, including RPC met…
B 74 5⁄4 ◉ ⏳ 72 55 N/A 47 95 100
4989
NightTrek
Supabase MCP Server ⚡ Claim 1
Enables querying Supabase databases and generating TypeScript types through the…
B 74 5⁄5 ◉ ⏳ 94 71 — 21 81 88
4990
handeocakk
Transforms SAP S/4HANA or ECC systems into conversational AI interfaces by expo…
B 74 5⁄5 ◉ ⏳ 78 70 — 44 81 90
4991
tayler-id
Connects to multiple social media platforms (Twitter/X, Mastodon, LinkedIn), al…
B 74 5⁄5 ◉ ⏳ 94 68 — 26 74 91
4992
sun873087
MCP Weather Sample ⚡ Claim
A demonstration project for Model Context Protocol (MCP) that integrates weathe…
B 74 5⁄5 ◉ ⏳ 78 63 — 38 81 100
4993
isaacgounton
SQLite MCP Server ⚡ Claim 1
A Model Context Protocol server that enables SQL operations (SELECT, INSERT, UP…
B 74 5⁄5 ◉ ⏳ 63 70 — 64 81 94
4994
lordbasilaiassistant-sudo
Stripe analytics — revenue, customers, subscriptions, refunds, churn from Claud…
B 74 5⁄4 ◉ ⏳ 90 61 N/A 32 75 100
4995
k-n-t-lam
Decide Test MCP ⚡ Claim
Enables Claude to generate executable test cases from decision tables in CSV, J…
B 74 5⁄5 ◉ ⏳ 78 61 — 64 81 83
4996
Taewoong1378
An optimized read-only server for AI assistants to efficiently query and retrie…
B 74 5⁄5 ◉ ⏳ 84 61 — 54 80 86
4997
lenvolk
LIFX MCP Server ⚡ Claim
Enables control of LIFX smart lights through natural language, including power …
B 74 5⁄5 ◉ ⏳ 84 70 — 35 80 92
4998
creatrcollective
Connects Claude to Zoho CRM with read-only access, enabling natural language qu…
B 74 5⁄5 ◉ ⏳ 66 82 N/A 24 95 89
4999
arjshiv
Provides quick access to local system utilities including time/date, hostname, …
B 74 5⁄4 ◉ ⏳ 66 57 N/A 64 89 97
5000
liratanak
Enables AI assistants to interact with OpenProject's API v3 for comprehensive p…
B 74 5⁄5 ◉ ⏳ 72 71 — 45 81 97
Showing 4951–5000 of 69027 servers
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