MCP Server Quality Scores

Independent quality analysis of 44549 public MCP servers

44549
Discovered
29496
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 56 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2601
NyxToolsDev
Cross-session memory for Claude Code — context capture, semantic search, recall
B 77 44 67 N/A N/A 41 95 97
2602
forayconsulting
Make MCP Server Claim
This server enables AI assistants to discover, parameterize, and trigger Make.c…
B 77 55 84 68 56 78 93
2603
Eis4TY
SymPy Sandbox MCP Claim
A secure mathematical computation sandbox that enables LLMs to perform symbolic…
B 77 54 78 65 51 95 91
2604
mamertofabian
mcp-everything-search Claim 1
Fast Windows file search using Everything SDK
B 77 54 84 58 N/A 63 90 88
2605
advenimus
JW MCP Server Claim
Provides access to JW.org content including Christian Life and Ministry workboo…
B 77 55 92 71 34 82 93
2606
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
2607
fritzprix
Chess MCP Server Claim
Enables Large Language Models to play chess agentically with real-time HTML boa…
B 77 54 72 62 N/A 71 92 92
2608
twolven
Provides comprehensive stock screening capabilities through Yahoo Finance. Enab…
B 77 54 90 65 N/A 42 90 90
2609
n0zer0d4y
vulcan-file-ops Claim
MCP server that gives Claude Desktop and other desktop MCP clients filesystem p…
B 77 54 75 57 N/A 53 95 100
2610
swadegeiger1
word-mcp Claim 2
Enables reading, creating, and appending content to Microsoft Word (.docx) file…
B 77 55 90 100 N/A 47 90 42
2611
loopiezlol
runescape-wiki-mcp Claim
B 77 54 84 57 N/A 46 92 98
2612
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
2613
huhabla
Enables real-time monitoring of system resources including CPU, GPU (NVIDIA, Ap…
B 77 54 88 58 N/A 39 90 100
2614
2b3pro
markdown2pdf-mcp Claim 2
An MCP server for converting Markdown documents to PDF files.
B 77 54 71 63 N/A 67 89 94
2615
KaliStudent
Printer MCP Server Claim
Provides comprehensive enterprise printer information including specifications,…
B 77 54 94 55 N/A 34 95 96
2616
JordanCoin
Provides a coherent memory layer for LLM agents that models beliefs as nodes in…
B 77 54 90 63 N/A 30 94 93
2617
timothywarner-org
prompt-pro Claim
Master AI prompting for business innovation. O'Reilly Live Learning course by T…
B 77 54 78 45 N/A 69 95 99
2618
stabgan
All-in-one multimodal MCP for 300+ OpenRouter models: text chat, image / audio …
B 77 55 96 68 41 76 94
2619
promplate
hmr Claim
Docs for hot-module-reload and reactive programming for Python (`hmr` on PyPI)
B 77 66 84 90 52 56 81 92
2620
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
2621
tobedoit
Enables AI assistants to create and manage Google Calendar events with OAuth2 a…
B 77 55 86 67 52 81 91
2622
flexprice
flexprice Claim
Official flexprice MCP Server
B 77 55 74 70 58 83 98
2623
Soumya7681
Enables interaction with SQLite, MySQL, PostgreSQL, and SQL Server databases th…
B 77 55 100 65 33 76 95
2624
kfastov
Telegram MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to interact with Tel…
B 77 54 53 71 N/A 73 95 99
2625
fwextensions
Enables AI assistants to search, explore, and query San Francisco's open data p…
B 77 55 94 67 31 83 94
2626
SaraHan774
Enables the management of a technical terminology glossary within an Obsidian v…
B 77 55 84 100 N/A 24 90 68
2627
PabloLION
MCP Echo Env Claim
Echoes environment variables (PWD and WORKSPACE_SLUG) to verify that MCP client…
B 77 55 60 87 N/A 35 95 100
2628
jlbyh2o
HUDU MCP Server Claim
Enables interaction with HUDU technical documentation and customer management p…
B 77 55 84 72 47 81 95
2629
isdaniel
pgtuner_mcp Claim
provides AI-powered PostgreSQL performance tuning capabilities.
B 77 54 96 31 N/A 69 95 91
2630
LT7T
PentestThinkingMCP Claim
An AI-powered penetration testing reasoning engine that provides automated atta…
B 77 54 94 60 N/A 44 90 88
2631
cnye36
Enables AI assistants to interact with Slack workspaces through secure OAuth 2.…
B 77 55 84 73 37 82 98
2632
tech-sushant
Calculator MCP Server Claim 1
Provides basic mathematical calculation functionality through MCP tools includi…
B 77 54 78 71 31 94 100
2633
irev
Provides intelligent OCR and PDF processing capabilities that automatically det…
B 77 55 92 56 58 80 94
2634
k8ika0s
mcp-tmux Claim 1
Model Context Protocol server that lets LLMs collaboratively drive tmux
B 77 55 80 82 N/A 74 95 51
2635
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
2636
PeWu
Integrates with the WikiTree API to provide tools for exploring genealogical da…
B 77 54 78 68 N/A 50 87 97
2637
Tritlo
LSP MCP Server Claim 1
Bridges Large Language Models with Language Server Protocol interfaces, allowin…
B 77 55 96 62 44 78 97
2638
cocaxcode
Scan, export, and import your AI ecosystem. Discover MCP servers, skills, and m…
B 77 54 84 72 N/A 37 92 91
2639
Bigsy
maven-mcp-server Claim 1
An MCP (Model Context Protocol) server that provides tools for checking Maven d…
B 77 55 90 100 52 83 44
2640
ngc-shj
Ollama MCP Server Claim 1
A bridge that enables Claude Code to interact with local Ollama instances for t…
B 77 55 90 100 50 82 48
2641
ikoskela
wisepanel-mcp Claim
Multi-agent deliberation with divergent context enhancement. Roles are dynamica…
B 77 54 90 61 50 83 94
2642
jeffkit
Enables users to search for high-quality photos on Unsplash with support for ad…
B 77 55 90 68 41 81 94
2643
billallison
Enables AI models to fetch text content from URLs, extract links from web pages…
B 77 55 72 76 48 82 100
2644
entire-vc
evc-spark-mcp Claim 1
Search and discover AI agents, skills, prompts, bundles and MCP connectors from…
B 77 55 72 100 54 81 71
2645
bbusenius
FI-MCP Claim 2
Provides AI assistants with access to 30+ validated financial independence calc…
B 77 55 96 100 N/A 42 95 30
2646
wn01011
llm-token-tracker Claim 1
Token usage tracker for OpenAI and Claude APIs with MCP support, real-time sess…
B 77 54 84 56 N/A 58 92 93
2647
NigelThorne
Enables inspection and querying of Firestore data and Cloud Function logs withi…
B 77 55 78 82 N/A 27 95 90
2648
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
2649
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
2650
pierrebrunelle
mcp-server-openai Claim 2
Query OpenAI models directly from Claude using MCP protocol
B 77 55 90 68 37 80 100
Showing 2601–2650 of 44549 servers
« Prev 1 51 52 53 54 55 891 Next »