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
4901
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
4902
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
4903
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
4904
piersdd
A token-efficient MCP server for managing Cloudflare DNS zones and records with…
B 74 5⁄5 ◉ ⏳ 66 75 — 53 83 90
4905
itseasy21
mcp-knowledge-graph ⚡ Claim 1
B 74 5⁄5 ◉ ⏳ 90 82 N/A 46 95 40
4906
kontext-dev
Browse the web, directly from Cursor etc.
B 74 5⁄5 ◉ ⏳ 77 53 N/A 74 81 90
4907
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
4908
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
4909 B 74 5⁄4 ◉ ⏳ 72 68 N/A 45 90 91
4910
izharikov
Sitecore Send ⚡ Claim
Unofficial Sitecore Send MCP Server.
B 74 5⁄5 ◉ ⏳ 74 67 — 41 80 100
4911
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
4912
anavvathi
BridgeContext is a productivity tool designed to capture and transfer conversat…
B 74 5⁄4 ◉ ⏳ 90 27 N/A 64 89 98
4913
piskunproject
Connects Claude Desktop and other MCP clients directly to Notion with secure SS…
B 74 5⁄5 ◉ ⏳ 84 66 — 52 80 82
4914
abhi12299
Provides tools for date-time manipulation, including timezone conversion and ar…
B 74 5⁄5 ◉ ⏳ 60 100 — 30 83 87
4915
Atomic-Germ
Enables consulting with local Ollama models for reasoning from alternative view…
B 74 5⁄5 ◉ ⏳ 84 82 — 71 81 44
4916
huchunlinnk
Provides Kubernetes cluster management capabilities through natural language vi…
B 74 5⁄5 ◉ ⏳ 80 66 — 45 81 90
4917
MikeyBeez
Provides tools for making small, targeted edits to files using stream editors l…
B 74 5⁄4 ◉ ⏳ 90 51 N/A 28 95 91
4918
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
4919
apitable
AITable.ai Model Context Protocol Server enables AI agents to connect and work …
B 74 5⁄5 ◉ ⏳ 76 100 — 49 81 50
4920
ajmastra
Connects Claude to Todoist to intelligently parse meeting notes into actionable…
B 74 5⁄5 ◉ ⏳ 60 72 — 67 82 94
4921
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
4922
lukasmki
Enables AI agents to search the Chemspace API for synthesizable building blocks…
B 74 5⁄5 ◉ ⏳ 76 65 — 47 81 95
4923
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
4924
quinny1187
Enables direct file system access to Obsidian vaults with auto-discovery, full-…
B 74 5⁄4 ◉ ⏳ 84 56 N/A 23 95 100
4925
pushkarsingh32
The official MCP server for Semantic Pen - an advanced AI article generator and…
B 74 5⁄5 ◉ ⏳ 88 100 — 23 81 56
4926
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
4927
manju07
Provides secure file read and write operations within a sandboxed directory, al…
B 74 5⁄4 ◉ ⏳ 84 58 N/A 19 95 100
4928
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
4929
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
4930
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
4931
tayler-id
Connects to multiple social media platforms (Twitter/X, Mastodon, LinkedIn), al…
B 74 5⁄5 ◉ ⏳ 94 68 — 26 74 91
4932
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
4933
hridaya423
conductor-tasks ⚡ Claim
A task management system designed for AI development
B 74 5⁄4 ◉ ⏳ 64 62 N/A 55 92 97
4934
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
4935
utain
kroki-mcp ⚡ Claim
Kroki-MCP is a Go-based Model Context Protocol tool that converts textual diagr…
B 74 5⁄4 ◉ ⏳ 72 43 N/A 68 90 99
4936
TRZLedgerFoundation
Provides tools and prompts for Trezoa blockchain development, including RPC met…
B 74 5⁄4 ◉ ⏳ 72 55 N/A 47 95 100
4937
epitaphe360
Railway MCP Server ⚡ Claim
Enables management of Railway.app infrastructure through natural language, allo…
B 74 5⁄5 ◉ ⏳ 66 66 — 61 82 94
4938
handeocakk
Transforms SAP S/4HANA or ECC systems into conversational AI interfaces by expo…
B 74 5⁄5 ◉ ⏳ 78 70 — 44 81 90
4939
cenemil
DNS MCP Server ⚡ Claim 1
Enables comprehensive DNS operations including lookups for various record types…
B 74 5⁄5 ◉ ⏳ 90 100 — 38 81 41
4940
nullplatform
Meta MCP Proxy ⚡ Claim
A flexible proxy that enables discovery and execution of tools across multiple …
B 74 5⁄5 ◉ ⏳ 92 67 — 31 81 86
4941
LerianStudio
Lerian MCP Server ⚡ Claim
Provides AI assistants with comprehensive documentation, tutorials, and SDK cod…
B 74 5⁄5 ◉ ⏳ 64 62 — 83 83 83
4942
Tommertom
Enables fetching and converting web content to markdown with built-in prompt in…
B 74 5⁄5 ◉ ⏳ 84 61 — 45 81 93
4943
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
4944
heilgar
A Model Control Protocol server that allows users to discover, install, and man…
B 74 5⁄5 ◉ ⏳ 72 62 — 50 82 100
4945
Taewoong1378
An optimized read-only server for AI assistants to efficiently query and retrie…
B 74 5⁄5 ◉ ⏳ 84 61 — 54 80 86
4946
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
4947
cassler
Fireflies MCP Server ⚡ Claim 1
Enables access to Fireflies.ai meeting transcripts with capabilities to retriev…
B 74 5⁄5 ◉ ⏳ 78 71 — 39 81 95
4948
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
4949
alexei-led
aws-mcp-server ⚡ Claim
A lightweight but powerful server that enables AI assistants to execute AWS CLI…
B 74 5⁄5 ◉ ⏳ 88 31 — 86 80 92
4950
mavengence
ustidnr-mcp ⚡ Claim
Validate EU VAT IDs directly from your AI assistant. The only MCP server with q…
B 74 5⁄5 ◉ ⏳ 72 61 — 54 82 98
Showing 4901–4950 of 69027 servers
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