The tools agents can call
151,105 unique MCP servers across ten major directories and registries, each with its sources and history.
Each server counts once, however many directories list it. Glama, PulseMCP and mcp.so listings arrive through MCP Toplist’s open dataset, used under CC BY 4.0. 14,145 listings from bulk publishers wait for review.
- Directory listings58,953Collected from seven directories, before grouping
- Listed in two or more33,19822% of unique servers
- Remote MCP servers26,542With a public endpoint an agent can call
- Changes, last 30 days52,664Typed diffs between observations
file-ops-skill
wowyuarm
No description in the directory listings.
Listed on Glamamcp.soPulseMCP
Vibe Math
apetta
A local/remote high-performance Model Context Protocol (MCP) server for math-ing whilst vibing with LLMs. Built with Polars, Pandas, NumPy, SciPy, and SymPy for optimal calculation speed and comprehensive mathematical capabilities from basic arithmetic to advanced calculus and linear algebra ## Local Installation ### IDEs [](vscode:mcp/install?%7B%22name%22%3A%22Math%22%2C%22type%22%3A%22stdio%22%2C%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22vibe-math-mcp%22%5D%7D) [](https://cursor.com/en-US/install-mcp?name=Math&config=eyJjb21tYW5kIjoidXZ4IHZpYmUtbWF0aC1tY3AifQ%3D%3D) ### Claude Desktop Open **Settings > Developer > Edit Config** and add: **For published package:** ```json { "mcpServers": { "Math": { "command": "uvx", "args": ["vibe-math-mcp"] } } } ``` ### Claude Code **Quick setup (CLI):** Published package: ```bash claude mcp add --transport stdio math -- uvx vibe-math-mcp ``` **Team setup** (create `mcp.json` in project root for shared use with Claude Code and/or IDEs) ```json { "mcpServers": { "math": { "command": "uvx", "args": ["vibe-math-mcp"] } } } ``` **Verify:** Run `claude mcp list` or use `/mcp` or view available servers in IDEs. ### Try it - "Calculate 15% of 250" → uses `percentage` - "Find determinant of [[1,2],[3,4]]" → uses `matrix_operations` - "Integrate x^2 from 0 to 1" → uses `integral` - "If I invest $1000 at 5% annual interest compounded monthly for 10 years, what will be the future value?" → uses `compound_interest` - If I was paid the square root of $69m in 10 years, what's the present value at 7% discount rate? → uses `batch_execute (calculate -> financial_calcs)` ## Output Control All tools automatically support output control for maximum flexibility and token efficiency. The LLM can specify the desired verbosity. Control response verbosity using the `output_mode` parameter (available on **every tool**): | Mode | Description | Token Savings | Use Case | | --------- | -------------------------------------------------- | ------------- | ------------------------------------------- | | `full` | Complete response with all metadata (default) | 0% (baseline) | Debugging, full context needed | | `compact` | Remove null fields, minimize whitespace | ~20-30% | Moderate reduction, preserve structure | | `minimal` | Primary value(s) only, strip metadata | ~60-70% | Fast extraction, minimal context | | `value` | Normalized `{value: X}` structure | ~70-80% | Consistent chaining, maximum simplicity | | `final` | For sequential chains, return only terminal result | ~95% | Simple calculations, predictable extraction | ## Batch Execution For multi-step workflows, `batch_execute` chains multiple calculations in a single request—**achieving 90-95% token reduction**. Reference prior outputs using `$operation_id.result` syntax, and the engine automatically handles dependency resolution and parallel execution for speed. **Perfect for:** Bond pricing, financial models, statistical pipelines, complex transformations ## Complete Tool Reference **Note:** All tool parameters include detailed descriptions with concrete examples directly in the MCP interface. Each parameter shows expected format, use cases, and sample values to make usage obvious without referring to external documentation. ### Basic Calculations | Tool | Description | | --------------- | ------------------------------------------------------------ | | `calculate` | Evaluate mathematical expressions with variable substitution | | `percentage` | Percentage calculations (of, increase, decrease, change) | | `round` | Advanced rounding (round, floor, ceil, trunc) | | `convert_units` | Unit conversions (degrees � radians) | ### Array Operations | Tool | Description | | ------------------ | ---------------------------------------------------------------- | | `
Listed on SmitheryGlamamcp.socrypto-mcp
1595901624
No description in the directory listings.
Listed on Glamamcp.soPulseMCPmcp-server-dify
yuru-sha
No description in the directory listings.
Listed on Glamamcp.soPulseMCP
PDF Spec (PDF Agent Stack)
shuji-bonji
Look up ISO 32000 (PDF) clauses, requirements and terms. A reference, not a conformance checker.
Listed on MCP RegistryGlama+1 moreserver-google-jobs
chanmeng666
No description in the directory listings.
Listed on Glamamcp.soPulseMCPanti-bullshit-mcp-server
bmorphism
No description in the directory listings.
Listed on Glamamcp.soPulseMCPmcp-cline-personas
bradfair
No description in the directory listings.
Listed on Glamamcp.soPulseMCPpostgresql-mcp-server
jamesjohnsdev
No description in the directory listings.
Listed on Glamamcp.soPulseMCPmcp-korean-spell
winterjung
No description in the directory listings.
Listed on Glamamcp.soPulseMCP
Anytype MCP Server
qwinty
Access your Anytype data seamlessly with this server. Interact with spaces, objects, and templates to enhance your AI assistant's capabilities. Manage your data efficiently and optimize token usage for better performance. For more info refer to: https://github.com/Qwinty/anytype-mcp
Listed on SmitheryGlamamcp.soclickup-mcp-server
nazruden
No description in the directory listings.
Listed on Glamamcp.soPulseMCPstealth-browser-mcp
brian-ln
No description in the directory listings.
Listed on Glamamcp.soPulseMCPBacktesting Arena
schoasch
Crypto backtesting & Bitcoin cycle analytics. Point-in-time, DSR-corrected, look-ahead-aware.
Listed on MCP RegistryGlama+1 moreKuzuMem-MCP
jakedismo
No description in the directory listings.
Listed on Glamamcp.soPulseMCPpatchright-mcp-lite
dylangroos
No description in the directory listings.
Listed on Glamamcp.soPulseMCPmcp-chess
jiayao
No description in the directory listings.
Listed on Glamamcp.soPulseMCPufn-mcp-server
unifuncs
No description in the directory listings.
Listed on Glamamcp.soPulseMCPlenses-mcp
lensesio
No description in the directory listings.
Listed on Glamamcp.soPulseMCPdf-mcp
dreamfactorysoftware
No description in the directory listings.
Listed on Glamamcp.soPulseMCPshell-mcp-server
blazickjp
No description in the directory listings.
Listed on Glamamcp.soPulseMCPmcp-neo4j-memory-server
jovanhsu
No description in the directory listings.
Listed on Glamamcp.soPulseMCPfastn-mcp
fastn-ai
No description in the directory listings.
Listed on Glamamcp.soPulseMCPhigress-ops-mcp-server
higress-group
No description in the directory listings.
Listed on Glamamcp.soPulseMCP
Where the servers are listed
Each directory is a shelf. See how many shelves each server sits on, how large each shelf is, and what moved this month.
UpdatedHow many shelves
Servers by the number of directories listing them78%of servers are listed in one directory only. 33,198 are listed in two or more.
Directories listing the server. Copies grouped under a server are not counted again.
The shelves
Unique servers listed in each directoryCollected by us Via MCP Toplist’s dataset
A server listed in several directories counts once in each. Pick a shelf to browse it.
What changed
Typed diffs between observations, last 30 days| Day | New listings | Left a directory | Tool changes | Listing details |
|---|---|---|---|---|
| 2 Oct | 265 | 4 | 0 | 140 |
| 3 Oct | 685 | 20 | 3212 | 969 |
| 4 Oct | 515 | 6 | 3272 | 445 |
| 5 Oct | 942 | 29 | 3959 | 626 |
| 6 Oct | 646 | 15 | 5940 | 1706 |
| 7 Oct | 737 | 22 | 5098 | 1736 |
| 8 Oct | 706 | 241 | 5021 | 865 |
| 9 Oct | 1667 | 17 | 5934 | 1573 |
| 10 Oct | 1232 | 58 | 3418 | 943 |
Latest changes
RSS feed- ［MCP］アイレディース化粧品 - アイスター商事【公式】 Official MCP Registry Name changed from "【公式】アイレディース化粧品 - アイスター商事" to "［MCP］アイレディース化粧品 - アイスター商事【公式】" (registry)
Coverage
What the index resolves and probes- Brands resolved
- 25,188
- Brands on two or more hosts
- 5,933
- Held for review
- 14,145 listings
- Tools listed by probe
- 10,540 servers
Where are you listed?
Paste your MCP server, plugin or company URL to see your listings, tools and scan findings in one place.